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市場調查報告書
商品編碼
1782865

全球材料資訊學市場

Material Informatics

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 385 Pages | 商品交期: 最快1-2個工作天內

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簡介目錄

預計到 2030 年全球材料資訊學市場規模將達到 3.799 億美元

全球材料資訊學市場規模預計在2024年達到1.521億美元,預計2024年至2030年期間的複合年成長率為16.5%,到2030年將達到3.799億美元。元素材料是本報告分析的細分市場之一,預計其複合年成長率為18.2%,到分析期結束時規模將達到2.419億美元。化學材料細分市場在分析期間的複合年成長率預計為13.4%。

美國市場規模估計為 4,140 萬美元,中國市場預計複合年成長率為 22.1%

美國材料資訊學市場規模預計在2024年達到4,140萬美元。作為世界第二大經濟體,中國預計在2030年市場規模將達到8,450萬美元,2024年至2030年的複合年成長率為22.1%。其他值得關注的區域市場包括日本和加拿大,預計在分析期間的複合年成長率分別為12.0%和14.9%。在歐洲,預計德國的複合年成長率約為13.2%。

全球材料資訊學市場—主要趨勢與促進因素摘要

為什麼材料資訊學會成為材料發現與開發的未來?

材料資訊學正在迅速重新定義新材料的發現、最佳化和跨行業應用方式,這與傳統的試驗方法截然不同。透過利用資料科學、機器學習和計算建模,材料資訊學使研究人員和工程師能夠預測材料特性、模擬分子結構並加速創新流程。這項技術使研發團隊能夠減少開發各種應用的新材料所需的時間、成本和不確定性,從航太和半導體到能源儲存和生物醫藥。推動固態電池、軟性電子和永續聚合物等下一代技術的發展,推動了對具有高度專業化特性的材料的需求激增。材料資訊學透過使用海量資料集揭示結構和性能之間隱藏的相關性來滿足這一需求,而使用傳統的實驗室篩檢需要數年時間才能處理這些資料集。遺留材料資料的數位化和高通量實驗平台的整合進一步提升了資訊學主導研究的價值。這種計算優先的方法對於識別稀有或難以合成的化合物、最佳化複合材料以及解決需要平衡多個性能指標的複雜多目標問題至關重要。隨著企業將創新和快速上市視為競爭優勢,材料資訊學正成為材料科學和先進製造生態系統中的戰略資產。

人工智慧和巨量資料如何塑造材料創新的下一個飛躍?

人工智慧和巨量資料是材料資訊學興起的核心,它實現了從經驗猜測到預測性數據驅動設計的根本轉變。人工智慧演算法,尤其是深度學習和神經網路,基於實驗和模擬數據進行訓練,以識別原子排列、相變和反應路徑中的複雜模式。這些模型可以準確預測強度、雲端處理平台和開放原始碼材料資料庫正在發揮關鍵作用,它們使精選資料集的存取更加民主化,並促進了學術機構、新興企業和行業領袖之間的合作。材料圖網路、量子化學模擬和生成式人工智慧模型等工具正在協助創造具有工程化功能的全新材料類別。此外,主動學習系統會根據新的實驗結果改進人工智慧模型,從而形成一個不斷提高預測準確性的迭代回饋循環。資訊學與自主實驗室的整合——機器人在實驗室中執行人工智慧設計的實驗——正在釋放前所未有的研究速度。人工智慧、巨量資料和自動化的整合不僅改變了大公司的研發方式,也使小型實驗室和新興企業能夠在材料科學的前沿領域競爭。

跨產業採用會帶來材料創新週期的模式轉移嗎?

材料資訊學正被各行各業迅速應用,這些產業致力於透過快速創新、降低成本和材料差異化來獲取競爭優勢。在能源領域,這項技術正在加速更有效率太陽能電池、儲氫材料和電池化學產品的開發,尤其適用於電動車和電網規模的儲能系統。在航太和國防領域,資訊學正被用於設計對太空探勘和高超音速旅行至關重要的超輕耐熱合金和複合材料。在製藥領域,資訊學主導的設計正被用於發現生物相容性藥物載體、智慧聚合物和下一代包裝材料。電子和半導體產業正受益於新型2D材料的創造,例如高介電材料、低損耗絕緣體和石墨烯替代品。建築和紡織業也在研究用於綠色建築和高性能服裝的智慧永續材料。隨著環境、社會和治理 (ESG) 要求的加強以及永續性成為全球優先事項,材料資訊學也在幫助企業用更安全、更環保的替代品取代危險或不可再生材料。這種跨行業適用性正在推動公司透過與軟體供應商、雲端供應商和大學實驗室夥伴關係,將資訊學融入其產品開發生命週期,從而系統地將創新週期從多年的過程轉變為可在數月甚至數週內產生成果的數據主導途徑。

哪些因素推動了材料資訊學市場的成長?

材料資訊學市場的成長受到多種因素的驅動,這些因素源自於技術進步、不斷發展的研發方法以及市場對創新的特定需求。航太、電子、能源和醫療保健等領域的產品要求日益複雜,對快速、準確和可擴展的材料發現平台的需求強勁。高通量篩檢技術與基於人工智慧的預測模型的整合可以實現更快的迭代和最佳化,使基於資訊學的工作流程對研究機構和商業研發團隊更具吸引力。開放取用材料資料庫的廣泛使用和雲端運算的進步降低了進入門檻,使新興企業和中型公司無需大量基礎設施投資即可採用材料資訊學。同時,滿足永續性目標和監管要求的壓力越來越大,促使業界利用資訊學來識別環保、無害和可回收的替代材料。學術機構、國家實驗室和商業公司之間的合作正在加速知識轉移和資訊學工具的實際部署。數位雙胞胎和模擬主導原型製作的興起推動了對以數據為中心的設計平台的需求,而材料資訊學自然而然地支持了這些平台。此外,集材料建模、數據分析和實驗檢驗於一體的軟體生態系統的出現,也簡化了應用流程。最後,政府在材料研究方面的資助計劃,尤其是在潔淨科技和國防創新領域,正在為在全球範圍內擴展材料資訊學生態系統創造肥沃的土壤。

部分

材料類型(元素材料、化學材料、其他材料)、技術(機器學習技術、深度張量技術、統計分析技術、數位退火技術、其他技術)、最終用途(材料科學最終用途、化學和製藥最終用途、電子和半導體最終用途、汽車最終用途、航太和國防最終用途、其他最終用途)

受訪公司範例

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies(Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

人工智慧整合

全球產業分析師利用可操作的專家內容和人工智慧工具改變市場和競爭情報。

Global Industry Analysts 沒有遵循典型的 LLM 或特定於行業的 SLM查詢,而是建立了一個從世界各地的專家收集的內容庫,其中包括影片錄像、BLOG、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口(成品和原始設備製造商)情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手,包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 西班牙
  • 俄羅斯
  • 其他歐洲國家
  • 亞太地區
  • 澳洲
  • 印度
  • 韓國
  • 其他亞太地區
  • 拉丁美洲
  • 阿根廷
  • 巴西
  • 墨西哥
  • 其他拉丁美洲
  • 中東
  • 伊朗
  • 以色列
  • 沙烏地阿拉伯
  • 阿拉伯聯合大公國
  • 其他中東地區
  • 非洲

第4章 比賽

簡介目錄
Product Code: MCP32002

Global Material Informatics Market to Reach US$379.9 Million by 2030

The global market for Material Informatics estimated at US$152.1 Million in the year 2024, is expected to reach US$379.9 Million by 2030, growing at a CAGR of 16.5% over the analysis period 2024-2030. Elements Material, one of the segments analyzed in the report, is expected to record a 18.2% CAGR and reach US$241.9 Million by the end of the analysis period. Growth in the Chemicals Material segment is estimated at 13.4% CAGR over the analysis period.

The U.S. Market is Estimated at US$41.4 Million While China is Forecast to Grow at 22.1% CAGR

The Material Informatics market in the U.S. is estimated at US$41.4 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$84.5 Million by the year 2030 trailing a CAGR of 22.1% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.0% and 14.9% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.2% CAGR.

Global Material Informatics Market - Key Trends & Drivers Summarized

Why Is Material Informatics Emerging as the Future of Materials Discovery and Development?

Material informatics is rapidly redefining how new materials are discovered, optimized, and applied across industries, marking a significant departure from traditional trial-and-error approaches. By leveraging data science, machine learning, and computational modeling, material informatics enables researchers and engineers to predict material properties, simulate molecular structures, and accelerate the innovation pipeline. This technology empowers R&D teams to reduce the time, cost, and uncertainty involved in developing novel materials for applications ranging from aerospace and semiconductors to energy storage and biomedicine. The global push for next-generation technologies-like solid-state batteries, flexible electronics, and sustainable polymers-is creating urgent demand for materials with highly specific properties. Material informatics addresses this need by uncovering hidden correlations between structure and performance using vast datasets that traditional lab testing would take years to process. The digitization of legacy materials data and the integration of high-throughput experimentation platforms are further amplifying the value of informatics-driven research. This computational-first approach is also critical in identifying rare or hard-to-synthesize compounds, optimizing composites, and solving complex multi-objective problems that require balancing multiple performance metrics. As organizations embrace innovation and speed-to-market as competitive differentiators, material informatics is becoming a strategic asset in materials science and advanced manufacturing ecosystems.

How Are AI and Big Data Shaping the Next Leap in Materials Innovation?

Artificial intelligence and big data are central to the rise of material informatics, enabling a fundamental shift from empirical guesswork to predictive, data-driven design. AI algorithms, especially deep learning and neural networks, are being trained on experimental and simulated data to recognize complex patterns in atomic arrangements, phase transitions, and reaction pathways. These models can accurately predict key properties such as strength, conductivity, corrosion resistance, and thermal stability, significantly reducing the need for expensive and time-consuming lab trials. Cloud computing platforms and open-source materials databases are playing a crucial role by democratizing access to curated datasets, fostering collaboration among academic institutions, startups, and industry leaders. Tools such as materials graph networks, quantum chemistry simulations, and generative AI models are enabling the creation of entirely new material classes with engineered functionalities. Furthermore, active learning systems allow AI models to refine themselves based on new experimental results, creating an iterative feedback loop that continuously improves predictive accuracy. The fusion of informatics with autonomous labs-where robots execute AI-designed experiments-is unlocking previously unattainable research velocity. This convergence of AI, big data, and automation is not only transforming R&D in large corporations but also enabling small labs and startups to compete at the cutting edge of materials science.

Is Cross-Industry Adoption Driving a Paradigm Shift in Material Innovation Cycles?

Material informatics is seeing rapid adoption across a wide spectrum of industries seeking to innovate faster, reduce costs, and gain a competitive edge through material differentiation. In energy, the technology is accelerating the development of more efficient solar cells, hydrogen storage materials, and battery chemistries, especially for electric vehicles and grid-scale storage systems. Aerospace and defense sectors are leveraging informatics to design ultra-lightweight, heat-resistant alloys and composites critical for space exploration and supersonic travel. In pharmaceuticals, informatics-driven design is being used to discover biocompatible drug carriers, smart polymers, and next-gen packaging materials. Electronics and semiconductors are benefiting through the creation of high-dielectric materials, low-loss insulators, and novel 2D materials such as graphene alternatives. Even the construction and textile sectors are exploring smart, sustainable materials for green buildings and performance wear. As ESG mandates tighten and sustainability becomes a global priority, material informatics is also helping companies substitute hazardous or non-renewable materials with safer, eco-friendly alternatives. This cross-industry applicability is pushing enterprises to integrate informatics into their product development life cycles, often through partnerships with software vendors, cloud providers, and university research labs. The result is a systemic transformation of innovation cycles-shifting from years-long processes to data-driven pathways that can deliver results in months or even weeks.

What Are the Core Drivers Powering the Material Informatics Market’s Expansion?

The growth in the material informatics market is driven by several factors rooted in technological advancement, evolving R&D methodologies, and market-specific innovation demands. The increasing complexity of product requirements across sectors such as aerospace, electronics, energy, and healthcare has created strong demand for rapid, accurate, and scalable materials discovery platforms. The integration of high-throughput screening techniques with AI-based prediction models is enabling faster iteration and optimization, making informatics-based workflows more attractive to research institutions and commercial R&D teams. The widespread availability of open-access materials databases and advances in cloud computing are reducing entry barriers, allowing startups and mid-sized enterprises to adopt material informatics without massive infrastructure investments. In parallel, growing pressure to meet sustainability goals and regulatory requirements is encouraging industries to use informatics to identify eco-friendly, non-toxic, and recyclable material alternatives. Collaborative frameworks between academic institutions, national labs, and commercial players are accelerating knowledge transfer and real-world deployment of informatics tools. The rise of digital twins and simulation-led prototyping is reinforcing demand for data-centric design platforms that material informatics naturally supports. Furthermore, the emergence of integrated software ecosystems that combine materials modeling, data analytics, and experimental validation under one umbrella is simplifying the adoption process. Finally, government funding initiatives in materials research, particularly in clean tech and defense innovation, are creating a fertile ground for the expansion of the material informatics ecosystem globally.

SCOPE OF STUDY:

The report analyzes the Material Informatics market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Material Type (Elements Material, Chemicals Material, Other Materials); Technology (Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology, Other Technologies); End-Use (Material Science End-Use, Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; Spain; Russia; and Rest of Europe); Asia-Pacific (Australia; India; South Korea; and Rest of Asia-Pacific); Latin America (Argentina; Brazil; Mexico; and Rest of Latin America); Middle East (Iran; Israel; Saudi Arabia; United Arab Emirates; and Rest of Middle East); and Africa.

Select Competitors (Total 37 Featured) -

  • AI Materia
  • Alloyed
  • BASF
  • Citrine Informatics
  • Dassault Systemes
  • Exabyte Inc.
  • Exponential Technologies (Xt)
  • Hitachi High-Tech
  • MAT3RA
  • Materials Design
  • MaterialsZone
  • Noble.AI
  • Orbital Materials
  • Phaseshift Technologies
  • Preferred Networks
  • QuesTek Innovations
  • Schrodinger, Inc.
  • Symyx Technologies
  • Tilde Materials Informatics
  • Uncountable

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Material Informatics - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Accelerated Demand for Next-Gen Materials Throws the Spotlight on Data-Driven Discovery Platforms
    • Integration of AI and Machine Learning Algorithms Strengthens Business Case for Predictive Materials R&D
    • Digitization of Legacy Research Expands Addressable Market Opportunity for Computational Materials Platforms
    • Shift Toward Faster Prototyping in Energy, Electronics, and Aerospace Spurs Growth in Informatics-Led Innovation Cycles
    • Here's the Story: Increasing R&D Complexity Fuels Demand for High-Throughput Simulation and Screening Tools
    • Growing Sustainability Mandates Propel Use of Informatics in Identifying Eco-Friendly and Recyclable Alternatives
    • Here's How Cloud Computing and Scalable Infrastructure Enable Real-Time, Cross-Team Materials Modeling
    • Rising Application of Digital Twins and Virtual Labs Sustains Growth in Simulation-Led Design Workflows
    • Adoption of Informatics in Pharmaceuticals and Biocompatible Materials Expands Use Beyond Traditional Engineering Fields
    • Demand for Lightweight and High-Performance Materials in EVs and Aerospace Drives Algorithmic Material Design
    • Integration with IoT and Sensor Data Enhances Feedback Loops in Performance Optimization and Refinement
    • Global Push for Semiconductor and Battery Advancements Throws the Spotlight on AI-Guided Materials Research
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Material Informatics Market Analysis of Annual Sales in US$ for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Material Informatics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Elements Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Elements Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Chemicals Material by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Chemicals Material by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Other Materials by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Other Materials by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for Chemical & Pharmaceutical End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for Chemical & Pharmaceutical End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Electronics & Semiconductors End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Electronics & Semiconductors End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Automotive End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Automotive End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for Aerospace & Defense End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for Aerospace & Defense End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 29: World Recent Past, Current & Future Analysis for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 30: World Historic Review for Material Science End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 31: World 15-Year Perspective for Material Science End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 32: World Recent Past, Current & Future Analysis for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 33: World Historic Review for Machine Learning Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 34: World 15-Year Perspective for Machine Learning Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 35: World Recent Past, Current & Future Analysis for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 36: World Historic Review for Deep Tensor Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 37: World 15-Year Perspective for Deep Tensor Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 38: World Recent Past, Current & Future Analysis for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 39: World Historic Review for Statistical Analysis Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 40: World 15-Year Perspective for Statistical Analysis Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 41: World Recent Past, Current & Future Analysis for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 42: World Historic Review for Digital Annealer Technology by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 43: World 15-Year Perspective for Digital Annealer Technology by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030
    • TABLE 44: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 45: World Historic Review for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 46: World 15-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America, Middle East and Africa for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 47: USA Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 48: USA Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 49: USA 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 50: USA Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 51: USA Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 52: USA 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 53: USA Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 54: USA Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 55: USA 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 56: Canada Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Canada Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 58: Canada 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 59: Canada Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Canada Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 61: Canada 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 62: Canada Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Canada Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 64: Canada 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • JAPAN
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 65: Japan Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 66: Japan Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 67: Japan 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 68: Japan Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Japan Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 70: Japan 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 71: Japan Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Japan Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 73: Japan 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • CHINA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 74: China Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 75: China Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 76: China 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 77: China Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 78: China Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 79: China 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 80: China Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 81: China Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 82: China 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • EUROPE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 83: Europe Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 84: Europe Historic Review for Material Informatics by Geographic Region - France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 85: Europe 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK, Spain, Russia and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 86: Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 88: Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 89: Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 91: Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 92: Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 94: Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • FRANCE
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 95: France Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 96: France Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 97: France 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 98: France Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 99: France Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 100: France 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 101: France Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 102: France Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 103: France 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • GERMANY
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 104: Germany Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 105: Germany Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 106: Germany 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 107: Germany Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 108: Germany Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 109: Germany 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 110: Germany Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 111: Germany Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 112: Germany 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 113: Italy Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 114: Italy Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 115: Italy 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 116: Italy Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 117: Italy Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 118: Italy 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 119: Italy Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 120: Italy Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 121: Italy 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 122: UK Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 123: UK Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 124: UK 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 125: UK Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 126: UK Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 127: UK 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 128: UK Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 129: UK Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 130: UK 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SPAIN
    • TABLE 131: Spain Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 132: Spain Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 133: Spain 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 134: Spain Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 135: Spain Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 136: Spain 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 137: Spain Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 138: Spain Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 139: Spain 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • RUSSIA
    • TABLE 140: Russia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 141: Russia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 142: Russia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 143: Russia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 144: Russia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 145: Russia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 146: Russia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 147: Russia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 148: Russia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 149: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 150: Rest of Europe Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 151: Rest of Europe 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 152: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 153: Rest of Europe Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 154: Rest of Europe 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 155: Rest of Europe Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 156: Rest of Europe Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 157: Rest of Europe 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 158: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 159: Asia-Pacific Historic Review for Material Informatics by Geographic Region - Australia, India, South Korea and Rest of Asia-Pacific Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 160: Asia-Pacific 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Australia, India, South Korea and Rest of Asia-Pacific Markets for Years 2015, 2025 & 2030
    • TABLE 161: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 162: Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 163: Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 164: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 165: Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 166: Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 167: Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 168: Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 169: Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AUSTRALIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Australia for 2025 (E)
    • TABLE 170: Australia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 171: Australia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 172: Australia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 173: Australia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 174: Australia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 175: Australia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 176: Australia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 177: Australia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 178: Australia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • INDIA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in India for 2025 (E)
    • TABLE 179: India Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 180: India Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 181: India 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 182: India Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 183: India Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 184: India 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 185: India Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 186: India Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 187: India 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SOUTH KOREA
    • TABLE 188: South Korea Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 189: South Korea Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 190: South Korea 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 191: South Korea Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 192: South Korea Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 193: South Korea 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 194: South Korea Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 195: South Korea Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 196: South Korea 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF ASIA-PACIFIC
    • TABLE 197: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 198: Rest of Asia-Pacific Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 199: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 200: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 201: Rest of Asia-Pacific Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 202: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 203: Rest of Asia-Pacific Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 204: Rest of Asia-Pacific Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 205: Rest of Asia-Pacific 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • LATIN AMERICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Latin America for 2025 (E)
    • TABLE 206: Latin America Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 207: Latin America Historic Review for Material Informatics by Geographic Region - Argentina, Brazil, Mexico and Rest of Latin America Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 208: Latin America 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Argentina, Brazil, Mexico and Rest of Latin America Markets for Years 2015, 2025 & 2030
    • TABLE 209: Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 210: Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 211: Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 212: Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 213: Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 214: Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 215: Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 216: Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 217: Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ARGENTINA
    • TABLE 218: Argentina Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 219: Argentina Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 220: Argentina 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 221: Argentina Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 222: Argentina Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 223: Argentina 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 224: Argentina Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 225: Argentina Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 226: Argentina 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • BRAZIL
    • TABLE 227: Brazil Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 228: Brazil Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 229: Brazil 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 230: Brazil Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 231: Brazil Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 232: Brazil 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 233: Brazil Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 234: Brazil Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 235: Brazil 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MEXICO
    • TABLE 236: Mexico Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 237: Mexico Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 238: Mexico 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 239: Mexico Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 240: Mexico Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 241: Mexico 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 242: Mexico Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 243: Mexico Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 244: Mexico 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF LATIN AMERICA
    • TABLE 245: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 246: Rest of Latin America Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 247: Rest of Latin America 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 248: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 249: Rest of Latin America Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 250: Rest of Latin America 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 251: Rest of Latin America Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 252: Rest of Latin America Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 253: Rest of Latin America 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • MIDDLE EAST
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Middle East for 2025 (E)
    • TABLE 254: Middle East Recent Past, Current & Future Analysis for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2024 through 2030 and % CAGR
    • TABLE 255: Middle East Historic Review for Material Informatics by Geographic Region - Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 256: Middle East 15-Year Perspective for Material Informatics by Geographic Region - Percentage Breakdown of Value Sales for Iran, Israel, Saudi Arabia, UAE and Rest of Middle East Markets for Years 2015, 2025 & 2030
    • TABLE 257: Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 258: Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 259: Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 260: Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 261: Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 262: Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 263: Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 264: Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 265: Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • IRAN
    • TABLE 266: Iran Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 267: Iran Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 268: Iran 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 269: Iran Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 270: Iran Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 271: Iran 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 272: Iran Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 273: Iran Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 274: Iran 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • ISRAEL
    • TABLE 275: Israel Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 276: Israel Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 277: Israel 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 278: Israel Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 279: Israel Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 280: Israel 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 281: Israel Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 282: Israel Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 283: Israel 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • SAUDI ARABIA
    • TABLE 284: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 285: Saudi Arabia Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 286: Saudi Arabia 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 287: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 288: Saudi Arabia Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 289: Saudi Arabia 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 290: Saudi Arabia Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 291: Saudi Arabia Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 292: Saudi Arabia 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • UNITED ARAB EMIRATES
    • TABLE 293: UAE Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 294: UAE Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 295: UAE 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 296: UAE Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 297: UAE Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 298: UAE 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 299: UAE Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 300: UAE Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 301: UAE 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • REST OF MIDDLE EAST
    • TABLE 302: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 303: Rest of Middle East Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 304: Rest of Middle East 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 305: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 306: Rest of Middle East Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 307: Rest of Middle East 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 308: Rest of Middle East Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 309: Rest of Middle East Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 310: Rest of Middle East 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030
  • AFRICA
    • Material Informatics Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Africa for 2025 (E)
    • TABLE 311: Africa Recent Past, Current & Future Analysis for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 312: Africa Historic Review for Material Informatics by Material Type - Elements Material, Chemicals Material and Other Materials Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 313: Africa 15-Year Perspective for Material Informatics by Material Type - Percentage Breakdown of Value Sales for Elements Material, Chemicals Material and Other Materials for the Years 2015, 2025 & 2030
    • TABLE 314: Africa Recent Past, Current & Future Analysis for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 315: Africa Historic Review for Material Informatics by End-Use - Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 316: Africa 15-Year Perspective for Material Informatics by End-Use - Percentage Breakdown of Value Sales for Chemical & Pharmaceutical End-Use, Electronics & Semiconductors End-Use, Automotive End-Use, Aerospace & Defense End-Use, Other End-Uses and Material Science End-Use for the Years 2015, 2025 & 2030
    • TABLE 317: Africa Recent Past, Current & Future Analysis for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies - Independent Analysis of Annual Sales in US$ for the Years 2024 through 2030 and % CAGR
    • TABLE 318: Africa Historic Review for Material Informatics by Technology - Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies Markets - Independent Analysis of Annual Sales in US$ for Years 2015 through 2023 and % CAGR
    • TABLE 319: Africa 15-Year Perspective for Material Informatics by Technology - Percentage Breakdown of Value Sales for Machine Learning Technology, Deep Tensor Technology, Statistical Analysis Technology, Digital Annealer Technology and Other Technologies for the Years 2015, 2025 & 2030

IV. COMPETITION