Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Market Definition
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Material Informatics market Variables, Trends, & Scope
3.1. Market Introduction/Lineage Outlook
3.2. Market Dynamics
3.2.1. Market Driver Analysis
3.2.2. Market Restraint Analysis
3.2.3. Industry Challenge
3.3. Material Informatics market Analysis Tools
3.3.1. Porter’s Analysis
3.3.2. PESTEL Analysis
Chapter 4. Material Informatics market: Material Type Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Material Informatics market: Material Type Movement Analysis, 2023 & 2030 (USD Million)
4.3. Elements
4.3.1. Elements Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.4. Chemicals
4.4.1. Chemicals Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
4.5. Others
4.5.1. Others Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 5. Material Informatics market: Technology Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Material Informatics market: Technology Movement Analysis, 2023 & 2030 (USD Million)
5.3. Machine Learning
5.3.1. Machine Learning Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.4. Deep Tensor
5.4.1. Deep Tensor Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.5. Statistical Analysis
5.5.1. Statistical Analysis Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.6. Digital Annealer
5.6.1. Digital Annealer Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
5.7. Others
5.7.1. Others Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 6. Material Informatics market: End Use Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Material Informatics market: End Use Movement Analysis, 2023 & 2030 (USD Million)
6.3. Material Science
6.3.1. Material Science Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.4. Chemical and Pharmaceutical
6.4.1. Chemical and Pharmaceutical Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.5. Electronics and Semiconductors
6.5.1. Electronics and Semiconductors Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.6. Automotive
6.6.1. Automotive Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.7. Aerospace and Defense
6.7.1. Aerospace and Defense Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
6.8. Others
6.8.1. Others Material Informatics market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 7. Material Informatics market: Regional Estimates & Trend Analysis
7.1. Material Informatics market Share, By Region, 2023 & 2030 (USD Million)
7.2. North America
7.2.1. North America Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.2. U.S.
7.2.2.1. U.S. Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.3. Canada
7.2.3.1. Canada Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.2.4. Mexico
7.2.4.1. Mexico Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3. Europe
7.3.1. Europe Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.2. UK
7.3.2.1. UK Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.3. Germany
7.3.3.1. Germany Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.3.4. France
7.3.4.1. France Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4. Asia Pacific
7.4.1. Asia Pacific Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.2. China
7.4.2.1. China Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.3. Japan
7.4.3.1. Japan Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.4. India
7.4.4.1. India Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.5. South Korea
7.4.5.1. South Korea Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.4.6. Australia
7.4.6.1. Australia Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5. Latin America
7.5.1. Latin America Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.5.2. Brazil
7.5.2.1. Brazil Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6. Middle East and Africa
7.6.1. Middle East and Africa Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.2. KSA
7.6.2.1. KSA Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.3. UAE
7.6.3.1. UAE Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
7.6.4. South Africa
7.6.4.1. South Africa Material Informatics market Estimates and Forecasts, 2018 - 2030 (USD Million)
Chapter 8. Competitive Landscape
8.1. Company Categorization
8.2. Company Market Positioning
8.3. Participant’s Overview
8.4. Financial Performance
8.5. Component Benchmarking
8.6. Company Heat Map Analysis
8.7. Strategy Mapping
8.8. Company Profiles/Listing
8.8.1. ABB
8.8.1.1. Participant’s Overview
8.8.1.2. Financial Performance
8.8.1.3. Product Benchmarking
8.8.1.4. Recent Developments
8.8.2. Citrine Informatics
8.8.2.1. Participant’s Overview
8.8.2.2. Financial Performance
8.8.2.3. Product Benchmarking
8.8.2.4. Recent Developments
8.8.3. Dassault Systemes
8.8.3.1. Participant’s Overview
8.8.3.2. Financial Performance
8.8.3.3. Product Benchmarking
8.8.3.4. Recent Developments
8.8.4. Elsevier
8.8.4.1. Participant’s Overview
8.8.4.2. Financial Performance
8.8.4.3. Product Benchmarking
8.8.4.4. Recent Developments
8.8.5. Hitachi High-Tech Corporation
8.8.5.1. Participant’s Overview
8.8.5.2. Financial Performance
8.8.5.3. Product Benchmarking
8.8.5.4. Recent Developments
8.8.6. International Business Machines Corporation
8.8.6.1. Participant’s Overview
8.8.6.2. Financial Performance
8.8.6.3. Product Benchmarking
8.8.6.4. Recent Developments
8.8.7. Lattice Technology, Inc.
8.8.7.1. Participant’s Overview
8.8.7.2. Financial Performance
8.8.7.3. Product Benchmarking
8.8.7.4. Recent Developments
8.8.8. Microsoft
8.8.8.1. Participant’s Overview
8.8.8.2. Financial Performance
8.8.8.3. Product Benchmarking
8.8.8.4. Recent Developments
8.8.9. Phaseshift Technologies Inc.
8.8.9.1. Participant’s Overview
8.8.9.2. Financial Performance
8.8.9.3. Product Benchmarking
8.8.9.4. Recent Developments
8.8.10. Schrodinger, Inc.
8.8.10.1. Participant’s Overview
8.8.10.2. Financial Performance
8.8.10.3. Product Benchmarking
8.8.10.4. Recent Developments
List of Tables
Table 1 Global Material Informatics Market by material type, 2018 - 2030 (USD Million)
Table 2 Global Material Informatics Market by technology, 2018 - 2030 (USD Million)
Table 3 Global Material Informatics Market by end use, 2018 - 2030 (USD Million)
Table 4 Global Material Informatics Market by region, 2018 - 2030 (USD Million)
Table 5 North America Material Informatics Market by country, 2018 - 2030 (USD Million)
Table 6 Europe Material Informatics Market by country, 2018 - 2030 (USD Million)
Table 7 Asia Pacific Material Informatics Market by country, 2018 - 2030 (USD Million)
Table 8 Latin America Material Informatics Market by country, 2018 - 2030 (USD Million)
Table 9 MEA Material Informatics Market by country, 2018 - 2030 (USD Million)
Table 10 Key companies launching new products/services
Table 11 Key companies engaged in mergers & acquisition
Table 12 Key companies engaged in Research & development
Table 13 Key Companies engaged in expansion
List of Figures
Fig. 1 Material Informatics Market segmentation
Fig. 2 Market research process
Fig. 3 Information procurement
Fig. 4 Primary research pattern
Fig. 5 Market research approaches
Fig. 6 Market formulation & validation
Fig. 7 Material Informatics Market snapshot
Fig. 8 Material Informatics Market segment snapshot
Fig. 9 Material Informatics Market competitive landscape snapshot
Fig. 10 Market driver impact analysis
Fig. 11 Market restraint impact analysis
Fig. 12 Material Informatics Market: Material Type outlook key takeaways (USD Million)
Fig. 13 Material Informatics Market: Material Type movement analysis 2024 & 2030 (USD Million)
Fig. 14 Elements market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 15 Chemicals market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 16 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 17 Material Informatics Market: Technology outlook key takeaways (USD Million)
Fig. 18 Material Informatics Market: Technology movement analysis 2024 & 2030 (USD Million)
Fig. 19 Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 20 Deep Tensor market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 21 Statistical Analysis market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 22 Digital Annealer market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 23 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 24 Material Informatics Market: End Use outlook key takeaways (USD Million)
Fig. 25 Material Informatics Market: End Use movement analysis 2024 & 2030 (USD Million)
Fig. 26 Material Science market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 27 Chemical and Pharmaceutical market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 28 Electronics and Semiconductors market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 29 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 30 Aerospace and Defense market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 31 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 32 Regional marketplace: Key takeaways
Fig. 33 Material Informatics Market: Regional outlook, 2024 & 2030 (USD Million)
Fig. 34 North America Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 35 U.S. Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 36 Canada Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 37 Mexico Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 38 Europe Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 39 UK Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 40 Germany Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 41 France Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 42 Asia Pacific Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 43 China Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 44 Japan Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 45 India Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 46 South Korea Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 47 Australia Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 48 Latin America Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 49 Brazil Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 50 MEA Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 51 KSA Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 52 UAE Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 53 South Africa Material Informatics Market estimates and forecasts, 2018 - 2030 (USD Million)
Fig. 54 Company Categorization
Fig. 55 Company Market Positioning
Fig. 56 Strategy framework