1 Markets: Industry Outlook
1.1 Trends: Current and Future Impact Assessment
1.1.1 Increasing Use of AI in Material Science
1.1.2 Increasing Adoption of Cloud-Based Data Analytics Platforms for Material Analysis
1.2 Supply Chain Overview
1.2.1 Value chain Analysis
1.2.2 Market Map
1.3 R&D Review
1.3.1 Patent Filing Trend by Country, by Company
1.4 Regulatory Landscape
1.5 Stakeholder Analysis
1.5.1 Use case
1.5.2 End User and buying criteria
1.6 Impact analysis for Key Global Events-covid19, Russia/Ukraine or Middle East crisis
1.7 Technological Analysis
1.8 Market Dynamics Overview
1.8.1 Market Drivers
1.8.2 Market Restraints
1.8.3 Market Opportunities
2 Application
2.1 Application Segmentation
2.2 Application Summary
2.3 Global Material Informatics Market - by Application
2.3.1 Chemical and Pharmaceuticals
2.3.2 Material Science
2.3.3 Manufacturing
2.3.4 Food Science
2.3.5 Energy
2.3.6 Others
3 Product
3.1 Product Segmentation
3.2 Product Summary
3.3 Global Material Informatics Market - by Material Type
3.3.1 Elements
3.3.2 Chemicals
3.3.3 Others
3.4 Global Material Informatics Market - by Technique
3.4.1 Digital Annealer
3.4.2 Deep Tensor
3.4.3 Statistical Analysis
3.4.4 Genetic Algorithm
4 Region
4.1 Regional Summary
Table: Global Material Informatics Market, By Region, ($ Million), 2022-2033
4.2 Drivers and Restraints
4.3 North America
4.3.1 Key Market Participants in North America
4.3.2 Business Drivers
4.3.3 Business Challenges
4.3.4 Application
Table: North America Material Informatics Market, By Application ($ Million), 2022-2033
4.3.5 Product
Table: North America Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: North America Material Informatics Market, By Technique ($ Million), 2022-2033
4.3.6 North America Material Informatics Market (by Country)
4.3.6.1 U.S.
Table: U.S. Material Informatics Market, By Application ($ Million), 2022-2033
Table: U.S. Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: U.S. Material Informatics Market, By Technique ($ Million), 2022-2033
4.3.6.2 Canada
Table: Canada Material Informatics Market, By Application ($ Million), 2022-2033
Table: Canada Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Canada Material Informatics Market, By Technique ($ Million), 2022-2033
4.3.6.3 Mexico
Table: Mexico Material Informatics Market, By Application ($ Million), 2022-2033
Table: Mexico Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Mexico Material Informatics Market, By Technique ($ Million), 2022-2033
4.4 Europe
4.4.1 Key Market Participants in Europe
4.4.2 Business Drivers
4.4.3 Business Challenges
4.4.4 Application
Table: Europe Material Informatics Market, By Application ($ Million), 2022-2033
4.4.5 Product
Table: Europe Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Europe Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6 Europe Material Informatics Market (by Country)
4.4.6.1 Germany
Table: Germany Material Informatics Market, By Application ($ Million), 2022-2033
Table: Germany Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Germany Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6.2 France
Table: France Material Informatics Market, By Application ($ Million), 2022-2033
Table: France Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: France Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6.3 Italy
Table: Italy Material Informatics Market, By Application ($ Million), 2022-2033
Table: Italy Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Italy Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6.4 Spain
Table: Spain Material Informatics Market, By Application ($ Million), 2022-2033
Table: Spain Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Spain Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6.5 U.K.
Table: U.K. Material Informatics Market, By Application ($ Million), 2022-2033
Table: U.K. Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: U.K. Material Informatics Market, By Technique ($ Million), 2022-2033
4.4.6.6 Rest-of-Europe
Table: Rest-of-Europe Material Informatics Market, By Application ($ Million), 2022-2033
Table: Rest-of-Europe Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Rest-of-Europe Material Informatics Market, By Technique ($ Million), 2022-2033
4.5 Asia-Pacific
4.5.1 Key Market Participants in Asia-Pacific
4.5.2 Business Drivers
4.5.3 Business Challenges
4.5.4 Application
Table: Asia-Pacific Material Informatics Market, By Application ($ Million), 2022-2033
4.5.5 Product
Table: Asia-Pacific Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Asia-Pacific Material Informatics Market, By Technique ($ Million), 2022-2033
4.5.6 Asia-Pacific Material Informatics Market (by Country)
4.5.6.1 China
Table: China Material Informatics Market, By Application ($ Million), 2022-2033
Table: China Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: China Material Informatics Market, By Technique ($ Million), 2022-2033
4.5.6.2 Japan
Table: Japan Material Informatics Market, By Application ($ Million), 2022-2033
Table: Japan Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Japan Material Informatics Market, By Technique ($ Million), 2022-2033
4.5.6.3 India
Table: India Material Informatics Market, By Application ($ Million), 2022-2033
Table: India Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: India Material Informatics Market, By Technique ($ Million), 2022-2033
4.5.6.4 South Korea
Table: South Korea Material Informatics Market, By Application ($ Million), 2022-2033
Table: South Korea Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: South Korea Material Informatics Market, By Technique ($ Million), 2022-2033
4.5.6.5 Rest-of-Asia-Pacific
Table: Rest-of-Asia-Pacific Material Informatics Market, By Application ($ Million), 2022-2033
Table: Rest-of-Asia-Pacific Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Rest-of-Asia-Pacific Material Informatics Market, By Technique ($ Million), 2022-2033
4.6 Rest-of-the-World
4.6.1 Key Market Participants in Rest-of-the-World
4.6.2 Business Drivers
4.6.3 Business Challenges
4.6.4 Rest of the World Material Informatics Market (By Region)
4.6.5 Application
Table: Rest of the World Material Informatics Market, By Application ($ Million), 2022-2033
4.6.6 Product
Table: Rest of the World Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: Rest of the World Material Informatics Market, By Technique ($ Million), 2022-2033
4.6.6.1 The Middle East and Africa
Table: The Middle East and Africa Material Informatics Market, By Application ($ Million), 2022-2033
Table: The Middle East and Africa Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: The Middle East and Africa Material Informatics Market, By Technique ($ Million), 2022-2033
4.6.6.2 South America
Table: South America Material Informatics Market, By Application ($ Million), 2022-2033
Table: South America Material Informatics Market, By Material Type ($ Million), 2022-2033
Table: South America Material Informatics Market, By Technique ($ Million), 2022-2033
5 Markets - Competitive Landscape & Company Profiles
5.1 Competitive Landscape
5.2 Company Profiles
5.2.1 AI Materia
5.2.1.1 Overview
5.2.1.2 Top Products / Product Portfolio
5.2.1.3 Top Competitors
5.2.1.4 Target Customers/End-Users
5.2.1.5 Key Personnel
5.2.1.6 Analyst View
5.2.1.7 Market Share
5.2.2 Alpine Electronics Inc.
5.2.2.1 Overview
5.2.2.2 Top Products / Product Portfolio
5.2.2.3 Top Competitors
5.2.2.4 Target Customers/End-Users
5.2.2.5 Key Personnel
5.2.2.6 Analyst View
5.2.2.7 Market Share
5.2.3 Citrine Informatics
5.2.3.1 Overview
5.2.3.2 Top Products / Product Portfolio
5.2.3.3 Top Competitors
5.2.3.4 Target Customers/End-Users
5.2.3.5 Key Personnel
5.2.3.6 Analyst View
5.2.3.7 Market Share
5.2.4 Dassault Systems
5.2.4.1 Overview
5.2.4.2 Top Products / Product Portfolio
5.2.4.3 Top Competitors
5.2.4.4 Target Customers/End-Users
5.2.4.5 Key Personnel
5.2.4.6 Analyst View
5.2.4.7 Market Share
5.2.5 Exabyte.io
5.2.5.1 Overview
5.2.5.2 Top Products / Product Portfolio
5.2.5.3 Top Competitors
5.2.5.4 Target Customers/End-Users
5.2.5.5 Key Personnel
5.2.5.6 Analyst View
5.2.5.7 Market Share
5.2.6 Hitachi High-Tech
5.2.6.1 Overview
5.2.6.2 Top Products / Product Portfolio
5.2.6.3 Top Competitors
5.2.6.4 Target Customers/End-Users
5.2.6.5 Key Personnel
5.2.6.6 Analyst View
5.2.6.7 Market Share
5.2.7 Kebotix
5.2.7.1 Overview
5.2.7.2 Top Products / Product Portfolio
5.2.7.3 Top Competitors
5.2.7.4 Target Customers/End-Users
5.2.7.5 Key Personnel
5.2.7.6 Analyst View
5.2.7.7 Market Share
5.2.8 Materials Zone Ltd.
5.2.8.1 Overview
5.2.8.2 Top Products / Product Portfolio
5.2.8.3 Top Competitors
5.2.8.4 Target Customers/End-Users
5.2.8.5 Key Personnel
5.2.8.6 Analyst View
5.2.8.7 Market Share
5.2.9 MaterialsDesign
5.2.9.1 Overview
5.2.9.2 Top Products / Product Portfolio
5.2.9.3 Top Competitors
5.2.9.4 Target Customers/End-Users
5.2.9.5 Key Personnel
5.2.9.6 Analyst View
5.2.9.7 Market Share
5.2.10 MAT3RA
5.2.10.1 Overview
5.2.10.2 Top Products / Product Portfolio
5.2.10.3 Top Competitors
5.2.10.4 Target Customers/End-Users
5.2.10.5 Key Personnel
5.2.10.6 Analyst View
5.2.10.7 Market Share
5.2.11 Nutonian Inc.
5.2.11.1 Overview
5.2.11.2 Top Products / Product Portfolio
5.2.11.3 Top Competitors
5.2.11.4 Target Customers/End-Users
5.2.11.5 Key Personnel
5.2.11.6 Analyst View
5.2.11.7 Market Share
5.2.12 Noble.AI
5.2.12.1 Overview
5.2.12.2 Top Products / Product Portfolio
5.2.12.3 Top Competitors
5.2.12.4 Target Customers/End-Users
5.2.12.5 Key Personnel
5.2.12.6 Analyst View
5.2.12.7 Market Share
5.2.13 Phaseshift Technologies
5.2.13.1 Overview
5.2.13.2 Top Products / Product Portfolio
5.2.13.3 Top Competitors
5.2.13.4 Target Customers/End-Users
5.2.13.5 Key Personnel
5.2.13.6 Analyst View
5.2.13.7 Market Share
5.2.14 Schrodinger
5.2.14.1 Overview
5.2.14.2 Top Products / Product Portfolio
5.2.14.3 Top Competitors
5.2.14.4 Target Customers/End-Users
5.2.14.5 Key Personnel
5.2.14.6 Analyst View
5.2.14.7 Market Share
5.2.15 Tilde Materials Informatics
5.2.15.1 Overview
5.2.15.2 Top Products / Product Portfolio
5.2.15.3 Top Competitors
5.2.15.4 Target Customers/End-Users
5.2.15.5 Key Personnel
5.2.15.6 Analyst View
5.2.15.7 Market Share
5.3 Other Key Market Participants