1.1. Research Objective
1.2. Scope of the Study
1.3. Definition
2.1. Research Approach
2.2. Data Sources
2.3. Assumptions & Limitations
3.1. Market Snapshot
4.1. Introduction
4.2. Market Classification and Scope
4.3. Industry Value Chain Analysis
4.3.1. Raw Material Procurement Analysis
4.3.2. Sales and Distribution Channel Analysis
4.3.3. Downstream Buyer Analysis
5.1. COVID-19 Landscape: AI for Scientific Discovery Industry Impact
5.2. COVID 19 - Impact Assessment for the Industry
5.3. COVID 19 Impact: Global Major Government Policy
5.4. Market Trends and Opportunities in the COVID-19 Landscape
6.1. Market Dynamics
6.1.1. Market Drivers
6.1.2. Market Restraints
6.1.3. Market Opportunities
6.2. Porter’s Five Forces Analysis
6.2.1. Bargaining power of suppliers
6.2.2. Bargaining power of buyers
6.2.3. Threat of substitute
6.2.4. Threat of new entrants
6.2.5. Degree of competition
7.1.1. Company Market Share/Positioning Analysis
7.1.2. Key Strategies Adopted by Players
7.1.3. Vendor Landscape
7.1.3.1. List of Suppliers
7.1.3.2. List of Buyers
8.1. AI for Scientific Discovery Market, by Offering
8.1.1. AI Software Platforms
8.1.1.1. Market Revenue and Forecast
8.1.2. AI research analytics tools
8.1.2.1. Market Revenue and Forecast
8.1.3. AI-Enabled Research Services
8.1.3.1. Market Revenue and Forecast
8.1.4. Scientific consulting
8.1.4.1. Market Revenue and Forecast
8.1.5. AI model development services
8.1.5.1. Market Revenue and Forecast
8.1.6. Data Infrastructure and HPC Platforms
8.1.6.1. Market Revenue and Forecast
8.1.7. Other Tools and APIs
8.1.7.1. Market Revenue and Forecast
9.1. AI for Scientific Discovery Market, by Technology
9.1.1. Machine Learning Algorithms
9.1.1.1. Market Revenue and Forecast
9.1.2. Deep Learning Models
9.1.2.1. Market Revenue and Forecast
9.1.3. Generative AI Models
9.1.3.1. Market Revenue and Forecast
9.1.4. Graph Neural Networks and Molecular AI
9.1.4.1. Market Revenue and Forecast
9.1.5. Other AI Techniques
9.1.5.1. Market Revenue and Forecast
10.1. AI for Scientific Discovery Market, by Application
10.1.1. Drug Discovery and Biomedical Research
10.1.1.1. Market Revenue and Forecast
10.1.2. Materials Science and Chemistry Discovery
10.1.2.1. Market Revenue and Forecast
10.1.3. Genomics and Multi-omics Analysis
10.1.3.1. Market Revenue and Forecast
10.1.4. Climate and Environmental Modelling
10.1.4.1. Market Revenue and Forecast
10.1.5. Physics and Astronomy Research
10.1.5.1. Market Revenue and Forecast
11.1. AI for Scientific Discovery Market, by End User
11.1.1. Pharmaceutical and Biotechnology Companies
11.1.1.1. Market Revenue and Forecast
11.1.2. Academic and Research Institutes
11.1.2.1. Market Revenue and Forecast
11.1.3. Chemical and Materials Companies
11.1.3.1. Market Revenue and Forecast
11.1.4. Government and National Labs
11.1.4.1. Market Revenue and Forecast
11.1.5. Other Scientific Organizations
11.1.5.1. Market Revenue and Forecast
12.1. North America
12.1.1. Market Revenue and Forecast, by Offering
12.1.2. Market Revenue and Forecast, by Technology
12.1.3. Market Revenue and Forecast, by Application
12.1.4. Market Revenue and Forecast, by End User
12.1.5. U.S.
12.1.5.1. Market Revenue and Forecast, by Offering
12.1.5.2. Market Revenue and Forecast, by Technology
12.1.5.3. Market Revenue and Forecast, by Application
12.1.5.4. Market Revenue and Forecast, by End User
12.1.6. Rest of North America
12.1.6.1. Market Revenue and Forecast, by Offering
12.1.6.2. Market Revenue and Forecast, by Technology
12.1.6.3. Market Revenue and Forecast, by Application
12.1.6.4. Market Revenue and Forecast, by End User
12.2. Europe
12.2.1. Market Revenue and Forecast, by Offering
12.2.2. Market Revenue and Forecast, by Technology
12.2.3. Market Revenue and Forecast, by Application
12.2.4. Market Revenue and Forecast, by End User
12.2.5. UK
12.2.5.1. Market Revenue and Forecast, by Offering
12.2.5.2. Market Revenue and Forecast, by Technology
12.2.5.3. Market Revenue and Forecast, by Application
12.2.5.4. Market Revenue and Forecast, by End User
12.2.6. Germany
12.2.6.1. Market Revenue and Forecast, by Offering
12.2.6.2. Market Revenue and Forecast, by Technology
12.2.6.3. Market Revenue and Forecast, by Application
12.2.6.4. Market Revenue and Forecast, by End User
12.2.7. France
12.2.7.1. Market Revenue and Forecast, by Offering
12.2.7.2. Market Revenue and Forecast, by Technology
12.2.7.3. Market Revenue and Forecast, by Application
12.2.7.4. Market Revenue and Forecast, by End User
12.2.8. Rest of Europe
12.2.8.1. Market Revenue and Forecast, by Offering
12.2.8.2. Market Revenue and Forecast, by Technology
12.2.8.3. Market Revenue and Forecast, by Application
12.2.8.4. Market Revenue and Forecast, by End User
12.3. APAC
12.3.1. Market Revenue and Forecast, by Offering
12.3.2. Market Revenue and Forecast, by Technology
12.3.3. Market Revenue and Forecast, by Application
12.3.4. Market Revenue and Forecast, by End User
12.3.5. India
12.3.5.1. Market Revenue and Forecast, by Offering
12.3.5.2. Market Revenue and Forecast, by Technology
12.3.5.3. Market Revenue and Forecast, by Application
12.3.5.4. Market Revenue and Forecast, by End User
12.3.6. China
12.3.6.1. Market Revenue and Forecast, by Offering
12.3.6.2. Market Revenue and Forecast, by Technology
12.3.6.3. Market Revenue and Forecast, by Application
12.3.6.4. Market Revenue and Forecast, by End User
12.3.7. Japan
12.3.7.1. Market Revenue and Forecast, by Offering
12.3.7.2. Market Revenue and Forecast, by Technology
12.3.7.3. Market Revenue and Forecast, by Application
12.3.7.4. Market Revenue and Forecast, by End User
12.3.8. Rest of APAC
12.3.8.1. Market Revenue and Forecast, by Offering
12.3.8.2. Market Revenue and Forecast, by Technology
12.3.8.3. Market Revenue and Forecast, by Application
12.3.8.4. Market Revenue and Forecast, by End User
12.4. MEA
12.4.1. Market Revenue and Forecast, by Offering
12.4.2. Market Revenue and Forecast, by Technology
12.4.3. Market Revenue and Forecast, by Application
12.4.4. Market Revenue and Forecast, by End User
12.4.5. GCC
12.4.5.1. Market Revenue and Forecast, by Offering
12.4.5.2. Market Revenue and Forecast, by Technology
12.4.5.3. Market Revenue and Forecast, by Application
12.4.5.4. Market Revenue and Forecast, by End User
12.4.6. North Africa
12.4.6.1. Market Revenue and Forecast, by Offering
12.4.6.2. Market Revenue and Forecast, by Technology
12.4.6.3. Market Revenue and Forecast, by Application
12.4.6.4. Market Revenue and Forecast, by End User
12.4.7. South Africa
12.4.7.1. Market Revenue and Forecast, by Offering
12.4.7.2. Market Revenue and Forecast, by Technology
12.4.7.3. Market Revenue and Forecast, by Application
12.4.7.4. Market Revenue and Forecast, by End User
12.4.8. Rest of MEA
12.4.8.1. Market Revenue and Forecast, by Offering
12.4.8.2. Market Revenue and Forecast, by Technology
12.4.8.3. Market Revenue and Forecast, by Application
12.4.8.4. Market Revenue and Forecast, by End User
12.5. Latin America
12.5.1. Market Revenue and Forecast, by Offering
12.5.2. Market Revenue and Forecast, by Technology
12.5.3. Market Revenue and Forecast, by Application
12.5.4. Market Revenue and Forecast, by End User
12.5.5. Brazil
12.5.5.1. Market Revenue and Forecast, by Offering
12.5.5.2. Market Revenue and Forecast, by Technology
12.5.5.3. Market Revenue and Forecast, by Application
12.5.5.4. Market Revenue and Forecast, by End User
12.5.6. Rest of LATAM
12.5.6.1. Market Revenue and Forecast, by Offering
12.5.6.2. Market Revenue and Forecast, by Technology
12.5.6.3. Market Revenue and Forecast, by Application
12.5.6.4. Market Revenue and Forecast, by End User
13.1. AbCellera Biologics Inc.
13.1.1. Company Overview
13.1.2. Product Offerings
13.1.3. Financial Performance
13.1.4. Recent Initiatives
13.2. Amazon Web Services Inc.
13.2.1. Company Overview
13.2.2. Product Offerings
13.2.3. Financial Performance
13.2.4. Recent Initiatives
13.3. Atomwise Inc.
13.3.1. Company Overview
13.3.2. Product Offerings
13.3.3. Financial Performance
13.3.4. Recent Initiatives
13.4. Benchling Inc.
13.4.1. Company Overview
13.4.2. Product Offerings
13.4.3. Financial Performance
13.4.4. Recent Initiatives
13.5. BenchSci Analytics Inc.
13.5.1. Company Overview
13.5.2. Product Offerings
13.5.3. Financial Performance
13.5.4. Recent Initiatives
13.6. BenevolentAI
13.6.1. Company Overview
13.6.2. Product Offerings
13.6.3. Financial Performance
13.6.4. Recent Initiatives
13.7. Evaxion AS
13.7.1. Company Overview
13.7.2. Product Offerings
13.7.3. Financial Performance
13.7.4. Recent Initiatives
13.8. Generate Biomedicines
13.8.1. Company Overview
13.8.2. Product Offerings
13.8.3. Financial Performance
13.8.4. Recent Initiatives
13.9. Google LLC
13.9.1. Company Overview
13.9.2. Product Offerings
13.9.3. Financial Performance
13.9.4. Recent Initiatives
13.10. Healx Ltd.
13.10.1. Company Overview
13.10.2. Product Offerings
13.10.3. Financial Performance
13.10.4. Recent Initiatives
14.1. Primary Research
14.2. Secondary Research
14.3. Assumptions
15.1. About Us
15.2. Glossary of Terms
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