한글목차

재료 정보학 시장 규모는 예측 기간(2025년-2035년)에 8.9%의 연평균 복합 성장률(CAGR)을 나타낼 것으로 예상됩니다. 이 시장을 견인하고 있는 것은 제조 에코시스템에 있어서의 설계 및 제조 비용, 시간, 관련 리스크를 삭감하기 위한 혁신적인 재료 필요성 증가와 혁신적인 재료 개척을 위한 제조, 재료 과학, 화학 및 제약 등 다양한 분야의 연구개발 활동에 있어서의 재료 정보학에 대한 수요 증가입니다.

재료 정보학은 ML과 AI 기술의 채용 증가에 의해서도 견인되고 있습니다. AI 및 ML 알고리즘을 사용하여 다양한 소스에서 대규모 데이터 세트를 분석하면 재료 연구에 소요되는 시간과 비용을 크게 줄일 수 있습니다. 또한 AI를 활용한 시뮬레이션은 신소재의 특성을 합성 전부터 예측할 수 있으므로 일렉트로닉스, 헬스케어, 에너지 등의 산업에서 재료 혁신을 보다 효과적으로 합니다. 이러한 혁신은 보다 신속한 데이터 분석과 예측 모델의 개발을 가능하게 하여 신소재의 발견과 창조를 가속화합니다.

재료 정보학의 응용은 특히 전자, 자동차, 항공우주, 에너지 분야 등 여러 분야에서 확대되고 있습니다. 이와 같은 확대를 촉진하고 있는 것은 강도, 경량성, 열안정성 등의 정성적 특성을 가지는 고성능 재료입니다. 재료 데이터 분석은 재료 선택 절차 및 제품 설계를 강화하기 위해 산업계에서 사용됩니다. 예를 들어, 재료 정보학은 보다 가볍고 강도가 높은 항공우주 부품의 개발을 가능하게 하고 에너지 분야에서 효율적인 재생가능한 재료의 개발을 지원합니다. 이러한 변화를 통해 기업은 제품의 지속가능성과 성능을 향상시키면서 생산 절차를 간소화할 수 있습니다.

폴리머와 복합재료의 화학재료 혁신은 새로운 재료 특성의 설계와 최적화를 위한 데이터 구동 방식을 추진하고 있습니다. 대규모 데이터 분석 및 머신러닝 알고리즘은 새로운 재료 특성을 파악하고, 보다 효율적이고 비용 효율적인 솔루션 개발을 가속화하고, 실용화할 수 있습니다. 첨단 컴퓨팅 툴과 예측 능력의 통합으로 특별히 조정된 특성을 가진 재료를 개발할 수 있는 능력이 강화되었습니다. 제조업, 에너지산업, 제약산업 등에서 재료 정보학를 이용하는 새로운 길이 열리고 있습니다.

본 보고서는 세계의 재료 정보학 시장에 대해 조사했으며, 시장 개요와 함께 머티리얼 유형별, 최종 용도별, 지역별 동향, 시장 진출기업프로파일 등의 정보를 제공합니다.

목차

제1장 보고서 요약

제2장 시장 개요와 인사이트

제3장 시장의 결정 요인

• 시장 성장 촉진요인
• 시장의 문제점과 과제
• 시장 기회

제4장 경쟁 구도

• 경쟁 대시보드- 재료 정보학 시장의 수익과 제조업체별 점유율
• 재료 정보학 제품 비교 분석
• 시장의 주요 참가 기업의 랭킹 매트릭스
• 주요 기업 분석
  • Dassault Systemes
  • Hexagon AB
  • Hitachi High-Tech Solution Corp.
  • Synopsys, Inc.
  • TDK Corp.
• 시장 진출기업에 의한 주요 성공 전략
  • 합병과 인수
  • 제품 발매
  • 파트너십과 협업

제5장 세계의 재료 정보학 시장의 매출 분석(100만 달러), 재료 유형별

• 요소
• 화학약품
• 기타(카본 화이버)

제6장 세계의 재료 정보학 시장의 매출 분석(100만 달러), 최종 용도별

• 화학 및 의약품
• 재료과학
• 제조업
• 식품과학
• 에너지
• 기타(일렉트로믹스 및 반도체)

제7장 지역 분석

• 북미
• 유럽
• 아시아태평양
• 기타 지역

제8장 기업 프로파일

• AI Materia Inc.
• AlbertInvent
• Atinary Technologies Inc.
• Citrine Informatics
• Dassault Systemes
• ENEOS Corp.
• Ferritico AB
• Hexagon AB
• Hitachi High-Tech Solution Corp.
• Kebotix, Inc.
• Mat3ra(Exabyte Inc.)
• Materials Design, Inc.
• Materials.Zone Technologies Ltd.
• Matmerize, Inc.
• MIPAR Software LLC
• Noble Artificial Intelligence, Inc.
• Phaseshift Technologies
• Polymerize Pte Ltd.
• Preferred Networks, Inc.
• Schrodinger, Inc.
• Synopsys, Inc.
• TDK Corp.
• Tilde Materials Informatics
• Uncountable Inc.

영문목차

Material Informatics Market Size, Share & Trends Analysis Report by Material Type (Elements, Chemicals and Other), and End-Use (Chemical & Pharmaceutical, Materials Science, Manufacturing, Food Science, Energy, and Others) Forecast Period (2025-2035)

Industry Overview

Material informatics market is anticipated to grow at a CAGR of 8.9% during the forecast period (2025-2035). The market is driven by the increasing need for innovative materials to reduce design and manufacturing costs, time, and associated risks in the manufacturing ecosystem, as well as the growing demand for material informatics in R&D activities across a variety of fields, including manufacturing for innovative material development, materials science, and chemical & pharmaceutical.

Market Dynamics

Rising Adoption of ML and AI Technologies

Material informatics is also being driven by the increasing adoption of ML and AI technologies. Using AI and ML algorithms to analyze large datasets from various sources may greatly reduce the time and expense of material research, allowing the detection of patterns and connections that may otherwise go unnoticed. Further, AI-driven simulations can predict the properties of new materials even before their synthesis, making material innovation much more effective in industries such as electronics, healthcare, and energy. These innovations allow faster data analysis and the development of predictive models to accelerate the discovery and creation of new materials.

Expanding Application Industrial Sector

The applications of material informatics are expanding in several sectors, particularly in the electronics, automotive, aerospace, and energy sectors. It is high-performance materials that possess qualitative properties such as strength, lightweight, and thermal stability, that are prompting this expansion. Material data analytics are used by industries to enhance material selection procedures and product design. For instance, material informatics enabling the development of lighter and stronger aerospace components while supporting the development of efficient renewable materials in the energy sector. This change is helping businesses to simplify production procedures while improving the sustainability and performance of their products.

Market Segmentation

• Based on the material type, the market is segmented into elements, chemicals, and others (carbon fiber).
• Based on the end-user, the market is segmented into chemical & pharmaceutical, materials science, manufacturing, food science, energy, and others (electronics and semiconductors).

Chemicals Segment to Lead the Market with the Largest Share

Chemical material innovation in polymers and composites is driving greater data-driven approaches for the design and optimization of new material properties. Large-scale data analytics and machine learning algorithms can identify new material properties and accelerate the development of more efficient and cost-effective solutions to make them viable. The integration of sophisticated computational tools and predictivity capacities has been enhanced with the ability to develop materials to have specifically tailored properties. New avenues are open for using material informatics within the manufacturing, energy, and pharmaceutical industries among others.

Chemical & Pharmaceutical: A Key Segment in Market Growth

The material informatics market is growing rapidly, mainly owing to the swift growth of the chemicals and pharmaceutical sector. This has been mainly fueled by increasing demand for novel materials and formulations. In the drug discovery process, material informatics is an enabler that fast-tracks the identification of the ideal compounds. This is achieved using advanced data analytics and machine learning, which boosts the efficiency of research and development processes. Besides this, the predictive capability of material properties and performance in the chemical industry helps smooth production and cuts down costs.

Regional Outlook

The global material informatics market is further divided by geography, including North America (the US and Canada), Europe (the UK, Germany, France, Italy, Spain, Russia, and the Rest of Europe), Asia-Pacific (India, China, Japan, South Korea, Australia and New Zealand, ASEAN Countries, and the Rest of Asia-Pacific), and the Rest of the World (the Middle East & Africa, and Latin America)

Growing Demand to Maximize the Performance of Materials in Europe

Material informatics predicts the properties of materials and speeds up innovation processes, thus gaining an edge over competition. Material informatics technology predicts properties and accelerates innovation processes, thereby taking a lead over the competition. Increasing requirements for application-specific customized materials also drive demand. In addition to this, Europe focuses on the minimization of waste and efficient resource usage, perfectly in alignment with material informatics.

Asia-Pacific Region Dominates the Market with Major Share

The Asia-Pacific region holds a significant share in its material informatics market, stimulated by rapid advancements in artificial intelligence and machine learning. Strong research orientation and significant funding from both private and public quarters are driving this innovation in the field of materials science. Strong industrial bases, particularly their technological skills, are being heavily utilized by countries including China, Japan, and South Korea, which have emerged as important key players. Predictive modeling and material discovery are using material informatics with increasing intensity while improving productivity, with decreasing development costs. The automotive, high-tech electronics, and healthcare sectors are yet other drivers driving this trend of growth.

Market Players Outlook

The major companies operating in the global material informatics market include Dassault Systemes, Hexagon AB, Hitachi High-Tech Corp., Synopsys, Inc., and TDK Corp., among others. Market players are leveraging partnerships, collaborations, mergers and acquisition strategies for business expansion and innovative product development to maintain their market positioning.

Recent Developments

• In November 2023, Proterial, Ltd. developed the proprietary materials informatics (MI) platform, "D2Materi." Used in the data-driven estimation of material characteristics and design of new materials by extracting the correlation between the composition or performance of materials and processes, laws, and characteristics from the collected data, including not very common data on metallic materials.
• In May 2023, TDA Corp. announced an AI data analysis platform called "Aim" and released it internally as a promotion activity for materials informatics. From developing and further perfecting its own materials technology, it has been amassing data analysis technologies on creating materials for any kind of good, such as the passive components of this story.

The Report Covers:

• Market value data analysis of 2024 and forecast to 2035.
• Annualized market revenues ($ million) for each market segment.
• Country-wise analysis of major geographical regions.
• Key companies operating in the global material informatics market. Based on the availability of data, information related to new products, and relevant news is also available in the report.
• Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.
• Analysis of market-entry and market expansion strategies.
• Competitive strategies by identifying 'who-stands-where' in the market.

Table of Contents

1. Report Summary

• Current Industry Analysis and Growth Potential Outlook
• Global Material Informatics Market Sales Analysis - Material Type| End-Use ($ Million)
• Material Informatics Market Sales Performance of Top Countries
• 1.1. Research Methodology
• Primary Research Approach
• Secondary Research Approach
• 1.2. Market Snapshot

2. Market Overview and Insights

• 2.1. Scope of the Study
• 2.2. Analyst Insight & Current Market Trends
  • 2.2.1. Key Material Informatics Industry Trends
  • 2.2.2. Market Recommendations
• 2.3. Porter's Five Forces Analysis for the Material Informatics Market
  • 2.3.1. Competitive Rivalry
  • 2.3.2. Threat of New Entrants
  • 2.3.3. Bargaining Power of Suppliers
  • 2.3.4. Bargaining Power of Buyers
  • 2.3.5. Threat of Substitutes

3. Market Determinants

• 3.1. Market Drivers
  • 3.1.1. Drivers For Global Material Informatics Market: Impact Analysis
• 3.2. Market Pain Points and Challenges
  • 3.2.1. Restraints For Global Material Informatics Market: Impact Analysis
• 3.3. Market Opportunities

4. Competitive Landscape

• 4.1. Competitive Dashboard - Material Informatics Market Revenue and Share by Manufacturers
• Material Informatics Product Comparison Analysis
• Top Market Player Ranking Matrix
• 4.2. Key Company Analysis
  • 4.2.1. Dassault Systemes
    • 4.2.1.1. Overview
    • 4.2.1.2. Product Portfolio
    • 4.2.1.3. Financial Analysis (Subject to Data Availability)
    • 4.2.1.4. SWOT Analysis
    • 4.2.1.5. Business Strategy
  • 4.2.2. Hexagon AB
    • 4.2.2.1. Overview
    • 4.2.2.2. Product Portfolio
    • 4.2.2.3. Financial Analysis (Subject to Data Availability)
    • 4.2.2.4. SWOT Analysis
    • 4.2.2.5. Business Strategy
  • 4.2.3. Hitachi High-Tech Solution Corp.
    • 4.2.3.1. Overview
    • 4.2.3.2. Product Portfolio
    • 4.2.3.3. Financial Analysis (Subject to Data Availability)
    • 4.2.3.4. SWOT Analysis
    • 4.2.3.5. Business Strategy
  • 4.2.4. Synopsys, Inc.
    • 4.2.4.1. Overview
    • 4.2.4.2. Product Portfolio
    • 4.2.4.3. Financial Analysis (Subject to Data Availability)
    • 4.2.4.4. SWOT Analysis
    • 4.2.4.5. Business Strategy
  • 4.2.5. TDK Corp.
    • 4.2.5.1. Overview
    • 4.2.5.2. Product Portfolio
    • 4.2.5.3. Financial Analysis (Subject to Data Availability)
    • 4.2.5.4. SWOT Analysis
    • 4.2.5.5. Business Strategy
• 4.3. Top Winning Strategies by Market Players
  • 4.3.1. Merger and Acquisition
  • 4.3.2. Product Launch
  • 4.3.3. Partnership And Collaboration

5. Global Material Informatics Market Sales Analysis by Material Type ($ Million)

• 5.1. Elements
• 5.2. Chemicals
• 5.3. Other (Carbon Fiber)

6. Global Material Informatics Market Sales Analysis by End-Use ($ Million)

• 6.1. Chemical & Pharmaceutical
• 6.2. Materials Science
• 6.3. Manufacturing
• 6.4. Food Science
• 6.5. Energy
• 6.6. Others (Electronics and Semiconductors)

7. Regional Analysis

• 7.1. North American Material Informatics Market Sales Analysis - Material Type| End-Use | Country ($ Million)
• Macroeconomic Factors for North America
  • 7.1.1. United States
  • 7.1.2. Canada
• 7.2. European Material Informatics Market Sales Analysis - Material Type| End-Use | Country ($ Million)
• Macroeconomic Factors for Europe
  • 7.2.1. UK
  • 7.2.2. Germany
  • 7.2.3. Italy
  • 7.2.4. Spain
  • 7.2.5. France
  • 7.2.6. Russia
  • 7.2.7. Rest of Europe
• 7.3. Asia-Pacific Material Informatics Market Sales Analysis - Material Type| End-Use | Country ($ Million)
• Macroeconomic Factors for Asia-Pacific
  • 7.3.1. China
  • 7.3.2. Japan
  • 7.3.3. South Korea
  • 7.3.4. India
  • 7.3.5. Australia & New Zealand
  • 7.3.6. ASEAN Countries (Thailand, Indonesia, Vietnam, Singapore, And Other)
  • 7.3.7. Rest of Asia-Pacific
• 7.4. Rest of the World Material Informatics Market Sales Analysis - Material Type| End-Use | Country ($ Million)
• Macroeconomic Factors for the Rest of the World
  • 7.4.1. Latin America
  • 7.4.2. Middle East and Africa

8. Company Profiles

• 8.1. AI Materia Inc.
  • 8.1.1. Quick Facts
  • 8.1.2. Company Overview
  • 8.1.3. Product Portfolio
  • 8.1.4. Business Strategies
• 8.2. AlbertInvent
  • 8.2.1. Quick Facts
  • 8.2.2. Company Overview
  • 8.2.3. Product Portfolio
  • 8.2.4. Business Strategies
• 8.3. Atinary Technologies Inc.
  • 8.3.1. Quick Facts
  • 8.3.2. Company Overview
  • 8.3.3. Product Portfolio
  • 8.3.4. Business Strategies
• 8.4. Citrine Informatics
  • 8.4.1. Quick Facts
  • 8.4.2. Company Overview
  • 8.4.3. Product Portfolio
  • 8.4.4. Business Strategies
• 8.5. Dassault Systemes
  • 8.5.1. Quick Facts
  • 8.5.2. Company Overview
  • 8.5.3. Product Portfolio
  • 8.5.4. Business Strategies
• 8.6. ENEOS Corp.
  • 8.6.1. Quick Facts
  • 8.6.2. Company Overview
  • 8.6.3. Product Portfolio
  • 8.6.4. Business Strategies
• 8.7. Ferritico AB
  • 8.7.1. Quick Facts
  • 8.7.2. Company Overview
  • 8.7.3. Product Portfolio
  • 8.7.4. Business Strategies
• 8.8. Hexagon AB
  • 8.8.1. Quick Facts
  • 8.8.2. Company Overview
  • 8.8.3. Product Portfolio
  • 8.8.4. Business Strategies
• 8.9. Hitachi High-Tech Solution Corp.
  • 8.9.1. Quick Facts
  • 8.9.2. Company Overview
  • 8.9.3. Product Portfolio
  • 8.9.4. Business Strategies
• 8.10. Kebotix, Inc.
  • 8.10.1. Quick Facts
  • 8.10.2. Company Overview
  • 8.10.3. Product Portfolio
  • 8.10.4. Business Strategies
• 8.11. Mat3ra (Exabyte Inc.)
  • 8.11.1. Quick Facts
  • 8.11.2. Company Overview
  • 8.11.3. Product Portfolio
  • 8.11.4. Business Strategies
• 8.12. Materials Design, Inc.
  • 8.12.1. Quick Facts
  • 8.12.2. Company Overview
  • 8.12.3. Product Portfolio
  • 8.12.4. Business Strategies
• 8.13. Materials.Zone Technologies Ltd.
  • 8.13.1. Quick Facts
  • 8.13.2. Company Overview
  • 8.13.3. Product Portfolio
  • 8.13.4. Business Strategies
• 8.14. Matmerize, Inc.
  • 8.14.1. Quick Facts
  • 8.14.2. Company Overview
  • 8.14.3. Product Portfolio
  • 8.14.4. Business Strategies
• 8.15. MIPAR Software LLC
  • 8.15.1. Quick Facts
  • 8.15.2. Company Overview
  • 8.15.3. Product Portfolio
  • 8.15.4. Business Strategies
• 8.16. Noble Artificial Intelligence, Inc.
  • 8.16.1. Quick Facts
  • 8.16.2. Company Overview
  • 8.16.3. Product Portfolio
  • 8.16.4. Business Strategies
• 8.17. Phaseshift Technologies
  • 8.17.1. Quick Facts
  • 8.17.2. Company Overview
  • 8.17.3. Product Portfolio
  • 8.17.4. Business Strategies
• 8.18. Polymerize Pte Ltd.
  • 8.18.1. Quick Facts
  • 8.18.2. Company Overview
  • 8.18.3. Product Portfolio
  • 8.18.4. Business Strategies
• 8.19. Preferred Networks, Inc.
  • 8.19.1. Quick Facts
  • 8.19.2. Company Overview
  • 8.19.3. Product Portfolio
  • 8.19.4. Business Strategies
• 8.20. Schrodinger, Inc.
  • 8.20.1. Quick Facts
  • 8.20.2. Company Overview
  • 8.20.3. Product Portfolio
  • 8.20.4. Business Strategies
• 8.21. Synopsys, Inc.
  • 8.21.1. Quick Facts
  • 8.21.2. Company Overview
  • 8.21.3. Product Portfolio
  • 8.21.4. Business Strategies
• 8.22. TDK Corp.
  • 8.22.1. Quick Facts
  • 8.22.2. Company Overview
  • 8.22.3. Product Portfolio
  • 8.22.4. Business Strategies
• 8.23. Tilde Materials Informatics
  • 8.23.1. Quick Facts
  • 8.23.2. Company Overview
  • 8.23.3. Product Portfolio
  • 8.23.4. Business Strategies
• 8.24. Uncountable Inc.
  • 8.24.1. Quick Facts
  • 8.24.2. Company Overview
  • 8.24.3. Product Portfolio
  • 8.24.4. Business Strategies