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1886404

材料資訊學市場－全球產業規模、佔有率、趨勢、機會和預測，按應用、材料類型、技術、地區和競爭格局分類，2020-2030年預測

Material Informatics Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Application, By Material Type, By Technique, By Region and Competition, 2020-2030F
出版日期: | 出版商: TechSci Research | 英文 183 Pages | 商品交期: 2-3個工作天內

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簡介目錄

2024年全球材料資訊學市場規模為1.4395億美元，預計將以12.82%的複合年成長率強勁成長，到2030年達到2.968億美元。材料資訊學將資料科學、機器學習和人工智慧應用於材料研發，加速新材料的發現、設計和最佳化。這種方法使研究人員能夠以前所未有的效率分析海量資料集、預測材料特性並模擬其性能，顯著縮短傳統的試誤週期。市場成長的主要驅動力是航太、汽車和電子等各行業對更快材料發現週期的需求不斷成長，以及針對特定應用最佳化材料性能的迫切需求。

市場概覽
預測期 2026-2030
市場規模：2024年 1.4395億美元
市場規模：2030年 2.968億美元
複合年成長率：2025-2030年 12.82%
成長最快的細分市場 化學品
最大的市場 北美洲

主要市場促進因素

先進人工智慧和機器學習技術的融合是推動全球材料資訊學市場發展的重要催化劑。這些技術使研究人員能夠處理和分析海量資料集，識別複雜模式，並以前所未有的精度開發材料性能預測模型。

主要市場挑戰

材料科學領域普遍存在資料異質性問題，且缺乏標準化的資料基礎設施，這嚴重阻礙了全球材料資訊學市場的成長。這項挑戰使得整合源自各種實驗技術、計算模擬和傳統系統的不同資料集變得更加複雜。

主要市場趨勢

分散式資料基礎設施的採用代表著一個關鍵趨勢，它建構了可擴展、可存取且可互通的資料環境，這對先進材料研究至關重要。這涉及到向雲端原生平台和標準化資料格式的轉變，從而促進海量材料資料集的整合和共享。

目錄

第1章：產品概述

第2章：研究方法

第3章：執行概要

第4章：顧客之聲

第5章：全球材料資訊學市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 按應用領域（化學和製藥、材料科學、製造、食品科學、能源、其他）
    • 依材料類型（元素、化學品、其他）
    • 依技術分類（數位退火演算法、深度張量演算法、統計分析、遺傳演算法）
    • 按公司（2024 年）
    • 按地區
  • 市場地圖

第6章：北美材料資訊學市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲：國家分析
    • 美國
    • 墨西哥
    • 加拿大

第7章：歐洲材料資訊學市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲：國家分析
    • 法國
    • 德國
    • 英國
    • 義大利
    • 西班牙

第8章：亞太地區材料資訊學市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區：國家分析
    • 中國
    • 印度
    • 韓國
    • 日本
    • 澳洲

第9章：南美洲材料資訊學市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲：國家分析
    • 巴西
    • 阿根廷
    • 哥倫比亞

第10章：中東與非洲材料資訊學市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東和非洲：國家分析
    • 南非
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國

第11章：市場動態

  • 促進要素
  • 挑戰

第12章：市場趨勢與發展

  • 併購
  • 產品發布
  • 最新進展

第13章：波特五力分析

  • 產業競爭
  • 新進入者的潛力
  • 供應商議價能力
  • 顧客的力量
  • 替代產品的威脅

第14章：競爭格局

  • AI Materia Inc.
  • ALPINE ELECTRONICS, Inc.
  • Citrine Informatics
  • Dassault Systemes SE
  • Exabyte Inc.
  • Hitachi High-Tech Corporation
  • Kebotix, Inc.
  • Materials.Zone Ltd.
  • Materials Design, Inc.
  • DataRobot, Inc.

第15章：戰略建議

第16章調查會社について,免責事項

簡介目錄
Product Code: 24113

The Global Material Informatics Market, valued at USD 143.95 Million in 2024, is projected to experience robust expansion with a CAGR of 12.82% to reach USD 296.8 Million by 2030. Material Informatics applies data science, machine learning, and artificial intelligence to materials research and development, enabling accelerated discovery, design, and optimization of new materials. This approach allows researchers to analyze vast datasets, predict material properties, and simulate performance with unprecedented efficiency, significantly reducing the traditional trial-and-error cycle. The market's growth is primarily driven by the escalating demand for faster material discovery cycles across diverse industries such as aerospace, automotive, and electronics, alongside the imperative to optimize material performance for specific applications.

Market Overview
Forecast Period2026-2030
Market Size 2024USD 143.95 Million
Market Size 2030USD 296.8 Million
CAGR 2025-203012.82%
Fastest Growing SegmentChemicals
Largest MarketNorth America

Key Market Drivers

The integration of advanced AI and machine learning techniques represents a significant catalyst for the Global Material Informatics Market. These technologies empower researchers to process and analyze immense datasets, discern complex patterns, and develop predictive models for material properties with unprecedented accuracy. This capability fundamentally transforms traditional materials science by minimizing the reliance on costly, time-consuming physical experimentation.

Key Market Challenges

The pervasive issue of data heterogeneity and the absence of a standardized data infrastructure within materials science significantly impedes the growth of the Global Material Informatics Market. This challenge complicates the integration of diverse datasets originating from various experimental techniques, computational simulations, and legacy systems. Consequently, developing robust machine learning models and artificial intelligence applications for materials discovery, design, and optimization becomes a complex and time-consuming endeavor.

Key Market Trends

Distributed data infrastructure adoption represents a critical trend, establishing scalable, accessible, and interoperable data environments essential for advanced materials research. This involves a shift toward cloud-native platforms and standardized data formats, facilitating the integration and sharing of vast materials datasets.

Key Market Players

  • AI Materia Inc.
  • ALPINE ELECTRONICS, Inc.
  • Citrine Informatics
  • Dassault Systemes S.E.
  • Exabyte Inc.
  • Hitachi High-Tech Corporation
  • Kebotix, Inc.
  • Materials.Zone Ltd.
  • Materials Design, Inc.
  • DataRobot, Inc.

Report Scope:

In this report, the Global Material Informatics Markethas been segmented into the following categories, in addition to the industrytrends which have also been detailed below:

Global Material Informatics Market, By Application:

  • Chemical and Pharmaceuticals
  • Material Science
  • Manufacturing
  • Food Science
  • Energy
  • Others

Global Material Informatics Market, By Material Type:

  • Elements
  • Chemicals
  • Others

Global Material Informatics Market, By Technique:

  • Digital Annealer
  • Deep Tensor
  • Statistical Analysis
  • Genetic Algorithm

Global Material Informatics Market, By Region:

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies presents in the Global Material Informatics Market.

Available Customizations:

Global Material Informatics Market report with the given market data, Tech Sci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, and Trends

4. Voice of Customer

5. Global Material Informatics Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Application (Chemical and Pharmaceuticals, Material Science, Manufacturing, Food Science, Energy, Others)
    • 5.2.2. By Material Type (Elements, Chemicals, Others)
    • 5.2.3. By Technique (Digital Annealer, Deep Tensor, Statistical Analysis, Genetic Algorithm)
    • 5.2.4. By Company (2024)
    • 5.2.5. By Region
  • 5.3. Market Map

6. North America Material Informatics Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Application
    • 6.2.2. By Material Type
    • 6.2.3. By Technique
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Material Informatics Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Application
        • 6.3.1.2.2. By Material Type
        • 6.3.1.2.3. By Technique
    • 6.3.2. Mexico Material Informatics Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Application
        • 6.3.2.2.2. By Material Type
        • 6.3.2.2.3. By Technique
    • 6.3.3. Canada Material Informatics Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Application
        • 6.3.3.2.2. By Material Type
        • 6.3.3.2.3. By Technique

7. Europe Material Informatics Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Application
    • 7.2.2. By Material Type
    • 7.2.3. By Technique
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. France Material Informatics Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Application
        • 7.3.1.2.2. By Material Type
        • 7.3.1.2.3. By Technique
    • 7.3.2. Germany Material Informatics Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Application
        • 7.3.2.2.2. By Material Type
        • 7.3.2.2.3. By Technique
    • 7.3.3. United Kingdom Material Informatics Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Application
        • 7.3.3.2.2. By Material Type
        • 7.3.3.2.3. By Technique
    • 7.3.4. Italy Material Informatics Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Application
        • 7.3.4.2.2. By Material Type
        • 7.3.4.2.3. By Technique
    • 7.3.5. Spain Material Informatics Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Application
        • 7.3.5.2.2. By Material Type
        • 7.3.5.2.3. By Technique

8. Asia-Pacific Material Informatics Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Application
    • 8.2.2. By Material Type
    • 8.2.3. By Technique
    • 8.2.4. By Country
  • 8.3. Asia-Pacific: Country Analysis
    • 8.3.1. China Material Informatics Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Application
        • 8.3.1.2.2. By Material Type
        • 8.3.1.2.3. By Technique
    • 8.3.2. India Material Informatics Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Application
        • 8.3.2.2.2. By Material Type
        • 8.3.2.2.3. By Technique
    • 8.3.3. South Korea Material Informatics Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Application
        • 8.3.3.2.2. By Material Type
        • 8.3.3.2.3. By Technique
    • 8.3.4. Japan Material Informatics Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Application
        • 8.3.4.2.2. By Material Type
        • 8.3.4.2.3. By Technique
    • 8.3.5. Australia Material Informatics Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Application
        • 8.3.5.2.2. By Material Type
        • 8.3.5.2.3. By Technique

9. South America Material Informatics Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Application
    • 9.2.2. By Material Type
    • 9.2.3. By Technique
    • 9.2.4. By Country
  • 9.3. South America: Country Analysis
    • 9.3.1. Brazil Material Informatics Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Application
        • 9.3.1.2.2. By Material Type
        • 9.3.1.2.3. By Technique
    • 9.3.2. Argentina Material Informatics Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Application
        • 9.3.2.2.2. By Material Type
        • 9.3.2.2.3. By Technique
    • 9.3.3. Colombia Material Informatics Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Application
        • 9.3.3.2.2. By Material Type
        • 9.3.3.2.3. By Technique

10. Middle East and Africa Material Informatics Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Application
    • 10.2.2. By Material Type
    • 10.2.3. By Technique
    • 10.2.4. By Country
  • 10.3. MEA: Country Analysis
    • 10.3.1. South Africa Material Informatics Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Application
        • 10.3.1.2.2. By Material Type
        • 10.3.1.2.3. By Technique
    • 10.3.2. Saudi Arabia Material Informatics Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Application
        • 10.3.2.2.2. By Material Type
        • 10.3.2.2.3. By Technique
    • 10.3.3. UAE Material Informatics Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Application
        • 10.3.3.2.2. By Material Type
        • 10.3.3.2.3. By Technique

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Porters Five Forces Analysis

  • 13.1. Competition in the Industry
  • 13.2. Potential of New Entrants
  • 13.3. Power of Suppliers
  • 13.4. Power of Customers
  • 13.5. Threat of Substitute Products

14. Competitive Landscape

  • 14.1. AI Materia Inc.
    • 14.1.1. Business Overview
    • 14.1.2. Company Snapshot
    • 14.1.3. Products & Services
    • 14.1.4. Financials (As Reported)
    • 14.1.5. Recent Developments
    • 14.1.6. Key Personnel Details
    • 14.1.7. SWOT Analysis
  • 14.2. ALPINE ELECTRONICS, Inc.
  • 14.3. Citrine Informatics
  • 14.4. Dassault Systemes S.E.
  • 14.5. Exabyte Inc.
  • 14.6. Hitachi High-Tech Corporation
  • 14.7. Kebotix, Inc.
  • 14.8. Materials.Zone Ltd.
  • 14.9. Materials Design, Inc.
  • 14.10. DataRobot, Inc.

15. Strategic Recommendations

16. About Us & Disclaimer