Global Generative AI in Biology Market 2025-2029
Description
The generative ai in biology market is forecasted to grow by USD 386.4 mn during 2024-2029, accelerating at a CAGR of 29.3% during the forecast period. The report on the generative ai in biology market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by imperative to enhance pharmaceutical productivity and reduce costs, rapid advancements in ai technology and computational infrastructure, and exponential growth of high-quality, large-scale biological data.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
Technavio's generative ai in biology market is segmented as below:
By Technology
The report on the generative ai in biology market covers the following areas:
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by imperative to enhance pharmaceutical productivity and reduce costs, rapid advancements in ai technology and computational infrastructure, and exponential growth of high-quality, large-scale biological data.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
Technavio's generative ai in biology market is segmented as below:
By Technology
- Transformer-based
- LLM
- GANs
- Diffusion models
- Novel drug design
- Protein structure prediction
- Gene and DNA sequence generation
- Synthetic biology
- Others
- Pharmaceutical and drug discovery
- Biotech and bioinformatics
- Academic and research
- Contract research organizations
- North America
- Europe
- APAC
- South America
- Middle East and Africa
The report on the generative ai in biology market covers the following areas:
- Generative AI In Biology Market sizing
- Generative AI In Biology Market forecast
- Generative AI In Biology Market industry analysis
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
234 Pages
- 1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market By Geographical Landscape
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
- 2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
- 3.3 Value chain analysis
- Value chain analysis
- 4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2024
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
- 5 Five Forces Analysis
- 5.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 5.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 5.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 5.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 5.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 5.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 5.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
- 6 Market Segmentation by Technology
- 6.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 6.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 6.3 Transformer-based - Market size and forecast 2024-2029
- Chart on Transformer-based - Market size and forecast 2024-2029 ($ million)
- Data Table on Transformer-based - Market size and forecast 2024-2029 ($ million)
- Chart on Transformer-based - Year-over-year growth 2024-2029 (%)
- Data Table on Transformer-based - Year-over-year growth 2024-2029 (%)
- 6.4 LLM - Market size and forecast 2024-2029
- Chart on LLM - Market size and forecast 2024-2029 ($ million)
- Data Table on LLM - Market size and forecast 2024-2029 ($ million)
- Chart on LLM - Year-over-year growth 2024-2029 (%)
- Data Table on LLM - Year-over-year growth 2024-2029 (%)
- 6.5 GANs - Market size and forecast 2024-2029
- Chart on GANs - Market size and forecast 2024-2029 ($ million)
- Data Table on GANs - Market size and forecast 2024-2029 ($ million)
- Chart on GANs - Year-over-year growth 2024-2029 (%)
- Data Table on GANs - Year-over-year growth 2024-2029 (%)
- 6.6 Diffusion models - Market size and forecast 2024-2029
- Chart on Diffusion models - Market size and forecast 2024-2029 ($ million)
- Data Table on Diffusion models - Market size and forecast 2024-2029 ($ million)
- Chart on Diffusion models - Year-over-year growth 2024-2029 (%)
- Data Table on Diffusion models - Year-over-year growth 2024-2029 (%)
- 6.7 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
- 7 Market Segmentation by Application
- 7.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 7.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 7.3 Novel drug design - Market size and forecast 2024-2029
- Chart on Novel drug design - Market size and forecast 2024-2029 ($ million)
- Data Table on Novel drug design - Market size and forecast 2024-2029 ($ million)
- Chart on Novel drug design - Year-over-year growth 2024-2029 (%)
- Data Table on Novel drug design - Year-over-year growth 2024-2029 (%)
- 7.4 Protein structure prediction - Market size and forecast 2024-2029
- Chart on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
- Data Table on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
- Chart on Protein structure prediction - Year-over-year growth 2024-2029 (%)
- Data Table on Protein structure prediction - Year-over-year growth 2024-2029 (%)
- 7.5 Gene and DNA sequence generation - Market size and forecast 2024-2029
- Chart on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
- Data Table on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
- Chart on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
- Data Table on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
- 7.6 Synthetic biology - Market size and forecast 2024-2029
- Chart on Synthetic biology - Market size and forecast 2024-2029 ($ million)
- Data Table on Synthetic biology - Market size and forecast 2024-2029 ($ million)
- Chart on Synthetic biology - Year-over-year growth 2024-2029 (%)
- Data Table on Synthetic biology - Year-over-year growth 2024-2029 (%)
- 7.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 7.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
- 8 Market Segmentation by End-user
- 8.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 8.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 8.3 Pharmaceutical and drug discovery - Market size and forecast 2024-2029
- Chart on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
- Data Table on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
- Chart on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
- Data Table on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
- 8.4 Biotech and bioinformatics - Market size and forecast 2024-2029
- Chart on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
- Data Table on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
- Chart on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
- Data Table on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
- 8.5 Academic and research - Market size and forecast 2024-2029
- Chart on Academic and research - Market size and forecast 2024-2029 ($ million)
- Data Table on Academic and research - Market size and forecast 2024-2029 ($ million)
- Chart on Academic and research - Year-over-year growth 2024-2029 (%)
- Data Table on Academic and research - Year-over-year growth 2024-2029 (%)
- 8.6 Contract research organizations - Market size and forecast 2024-2029
- Chart on Contract research organizations - Market size and forecast 2024-2029 ($ million)
- Data Table on Contract research organizations - Market size and forecast 2024-2029 ($ million)
- Chart on Contract research organizations - Year-over-year growth 2024-2029 (%)
- Data Table on Contract research organizations - Year-over-year growth 2024-2029 (%)
- 8.7 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
- 9 Customer Landscape
- 9.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 10 Geographic Landscape
- 10.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
- 10.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 10.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 10.4 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 10.5 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 10.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 10.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 10.8 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 10.9 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 10.10 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 10.11 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
- 10.12 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- 10.13 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 10.14 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 10.15 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 10.16 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 10.17 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 10.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)
- 11 Drivers, Challenges, and Opportunity/Restraints
- 11.1 Market drivers
- 11.2 Market challenges
- 11.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 11.4 Market opportunities/restraints
- 12 Competitive Landscape
- 12.1 Overview
- 12.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 12.3 Landscape disruption
- Overview on factors of disruption
- 12.4 Industry risks
- Impact of key risks on business
- 13 Competitive Analysis
- 13.1 Companies profiled
- Companies covered
- 13.2 Company ranking index
- Company ranking index
- 13.3 Market positioning of companies
- Matrix on companies position and classification
- 13.4 Absci
- Absci - Overview
- Absci - Product / Service
- Absci - Key offerings
- SWOT
- 13.5 Arzeda Corp.
- Arzeda Corp. - Overview
- Arzeda Corp. - Product / Service
- Arzeda Corp. - Key offerings
- SWOT
- 13.6 Atomwise Inc.
- Atomwise Inc. - Overview
- Atomwise Inc. - Product / Service
- Atomwise Inc. - Key offerings
- SWOT
- 13.7 BenevolentAI
- BenevolentAI - Overview
- BenevolentAI - Product / Service
- BenevolentAI - Key offerings
- SWOT
- 13.8 Deep Genomics Inc.
- Deep Genomics Inc. - Overview
- Deep Genomics Inc. - Product / Service
- Deep Genomics Inc. - Key offerings
- SWOT
- 13.9 DeepMind Technologies Ltd.
- DeepMind Technologies Ltd. - Overview
- DeepMind Technologies Ltd. - Product / Service
- DeepMind Technologies Ltd. - Key offerings
- SWOT
- 13.10 Evogene Ltd.
- Evogene Ltd. - Overview
- Evogene Ltd. - Business segments
- Evogene Ltd. - Key offerings
- Evogene Ltd. - Segment focus
- SWOT
- 13.11 Exscientia PLC
- Exscientia PLC - Overview
- Exscientia PLC - Product / Service
- Exscientia PLC - Key offerings
- SWOT
- 13.12 Generate Biomedicines
- Generate Biomedicines - Overview
- Generate Biomedicines - Product / Service
- Generate Biomedicines - Key offerings
- SWOT
- 13.13 Ginkgo Bioworks Holdings Inc.
- Ginkgo Bioworks Holdings Inc. - Overview
- Ginkgo Bioworks Holdings Inc. - Business segments
- Ginkgo Bioworks Holdings Inc. - Key offerings
- Ginkgo Bioworks Holdings Inc. - Segment focus
- SWOT
- 13.14 Insilico Medicine
- Insilico Medicine - Overview
- Insilico Medicine - Product / Service
- Insilico Medicine - Key offerings
- SWOT
- 13.15 Owkin Inc.
- Owkin Inc. - Overview
- Owkin Inc. - Product / Service
- Owkin Inc. - Key offerings
- SWOT
- 13.16 Recursion Pharmaceuticals Inc.
- Recursion Pharmaceuticals Inc. - Overview
- Recursion Pharmaceuticals Inc. - Product / Service
- Recursion Pharmaceuticals Inc. - Key offerings
- SWOT
- 13.17 Schrodinger Inc.
- Schrodinger Inc. - Overview
- Schrodinger Inc. - Business segments
- Schrodinger Inc. - Key offerings
- Schrodinger Inc. - Segment focus
- SWOT
- 13.18 Shiru Inc.
- Shiru Inc. - Overview
- Shiru Inc. - Product / Service
- Shiru Inc. - Key offerings
- SWOT
- 14 Appendix
- 14.1 Scope of the report
- 14.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 14.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 14.4 Research methodology
- Research methodology
- 14.5 Data procurement
- Information sources
- 14.6 Data validation
- Data validation
- 14.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 14.8 Data synthesis
- Data synthesis
- 14.9 360 degree market analysis
- 360 degree market analysis
- 14.10 List of abbreviations
- List of abbreviations
- Exhibits:
- Exhibits1: Executive Summary - Chart on Market Overview
- Exhibits2: Executive Summary - Data Table on Market Overview
- Exhibits3: Executive Summary - Chart on Global Market Characteristics
- Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
- Exhibits5: Executive Summary - Chart on Market Segmentation by Technology
- Exhibits6: Executive Summary - Chart on Market Segmentation by Application
- Exhibits7: Executive Summary - Chart on Market Segmentation by End-user
- Exhibits8: Executive Summary - Chart on Incremental Growth
- Exhibits9: Executive Summary - Data Table on Incremental Growth
- Exhibits10: Executive Summary - Chart on Company Market Positioning
- Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Exhibits12: Overview on criticality of inputs and factors of differentiation
- Exhibits13: Overview on factors of disruption
- Exhibits14: Impact of drivers and challenges in 2024 and 2029
- Exhibits15: Parent Market
- Exhibits16: Data Table on - Parent Market
- Exhibits17: Market characteristics analysis
- Exhibits18: Value chain analysis
- Exhibits19: Offerings of companies included in the market definition
- Exhibits20: Market segments
- Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
- Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
- Exhibits25: Five forces analysis - Comparison between 2024 and 2029
- Exhibits26: Bargaining power of buyers - Impact of key factors 2024 and 2029
- Exhibits27: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- Exhibits28: Threat of new entrants - Impact of key factors in 2024 and 2029
- Exhibits29: Threat of substitutes - Impact of key factors in 2024 and 2029
- Exhibits30: Threat of rivalry - Impact of key factors in 2024 and 2029
- Exhibits31: Chart on Market condition - Five forces 2024 and 2029
- Exhibits32: Chart on Technology - Market share 2024-2029 (%)
- Exhibits33: Data Table on Technology - Market share 2024-2029 (%)
- Exhibits34: Chart on Comparison by Technology
- Exhibits35: Data Table on Comparison by Technology
- Exhibits36: Chart on Transformer-based - Market size and forecast 2024-2029 ($ million)
- Exhibits37: Data Table on Transformer-based - Market size and forecast 2024-2029 ($ million)
- Exhibits38: Chart on Transformer-based - Year-over-year growth 2024-2029 (%)
- Exhibits39: Data Table on Transformer-based - Year-over-year growth 2024-2029 (%)
- Exhibits40: Chart on LLM - Market size and forecast 2024-2029 ($ million)
- Exhibits41: Data Table on LLM - Market size and forecast 2024-2029 ($ million)
- Exhibits42: Chart on LLM - Year-over-year growth 2024-2029 (%)
- Exhibits43: Data Table on LLM - Year-over-year growth 2024-2029 (%)
- Exhibits44: Chart on GANs - Market size and forecast 2024-2029 ($ million)
- Exhibits45: Data Table on GANs - Market size and forecast 2024-2029 ($ million)
- Exhibits46: Chart on GANs - Year-over-year growth 2024-2029 (%)
- Exhibits47: Data Table on GANs - Year-over-year growth 2024-2029 (%)
- Exhibits48: Chart on Diffusion models - Market size and forecast 2024-2029 ($ million)
- Exhibits49: Data Table on Diffusion models - Market size and forecast 2024-2029 ($ million)
- Exhibits50: Chart on Diffusion models - Year-over-year growth 2024-2029 (%)
- Exhibits51: Data Table on Diffusion models - Year-over-year growth 2024-2029 (%)
- Exhibits52: Market opportunity by Technology ($ million)
- Exhibits53: Data Table on Market opportunity by Technology ($ million)
- Exhibits54: Chart on Application - Market share 2024-2029 (%)
- Exhibits55: Data Table on Application - Market share 2024-2029 (%)
- Exhibits56: Chart on Comparison by Application
- Exhibits57: Data Table on Comparison by Application
- Exhibits58: Chart on Novel drug design - Market size and forecast 2024-2029 ($ million)
- Exhibits59: Data Table on Novel drug design - Market size and forecast 2024-2029 ($ million)
- Exhibits60: Chart on Novel drug design - Year-over-year growth 2024-2029 (%)
- Exhibits61: Data Table on Novel drug design - Year-over-year growth 2024-2029 (%)
- Exhibits62: Chart on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
- Exhibits63: Data Table on Protein structure prediction - Market size and forecast 2024-2029 ($ million)
- Exhibits64: Chart on Protein structure prediction - Year-over-year growth 2024-2029 (%)
- Exhibits65: Data Table on Protein structure prediction - Year-over-year growth 2024-2029 (%)
- Exhibits66: Chart on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
- Exhibits67: Data Table on Gene and DNA sequence generation - Market size and forecast 2024-2029 ($ million)
- Exhibits68: Chart on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
- Exhibits69: Data Table on Gene and DNA sequence generation - Year-over-year growth 2024-2029 (%)
- Exhibits70: Chart on Synthetic biology - Market size and forecast 2024-2029 ($ million)
- Exhibits71: Data Table on Synthetic biology - Market size and forecast 2024-2029 ($ million)
- Exhibits72: Chart on Synthetic biology - Year-over-year growth 2024-2029 (%)
- Exhibits73: Data Table on Synthetic biology - Year-over-year growth 2024-2029 (%)
- Exhibits74: Chart on Others - Market size and forecast 2024-2029 ($ million)
- Exhibits75: Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Exhibits76: Chart on Others - Year-over-year growth 2024-2029 (%)
- Exhibits77: Data Table on Others - Year-over-year growth 2024-2029 (%)
- Exhibits78: Market opportunity by Application ($ million)
- Exhibits79: Data Table on Market opportunity by Application ($ million)
- Exhibits80: Chart on End-user - Market share 2024-2029 (%)
- Exhibits81: Data Table on End-user - Market share 2024-2029 (%)
- Exhibits82: Chart on Comparison by End-user
- Exhibits83: Data Table on Comparison by End-user
- Exhibits84: Chart on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
- Exhibits85: Data Table on Pharmaceutical and drug discovery - Market size and forecast 2024-2029 ($ million)
- Exhibits86: Chart on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
- Exhibits87: Data Table on Pharmaceutical and drug discovery - Year-over-year growth 2024-2029 (%)
- Exhibits88: Chart on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
- Exhibits89: Data Table on Biotech and bioinformatics - Market size and forecast 2024-2029 ($ million)
- Exhibits90: Chart on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
- Exhibits91: Data Table on Biotech and bioinformatics - Year-over-year growth 2024-2029 (%)
- Exhibits92: Chart on Academic and research - Market size and forecast 2024-2029 ($ million)
- Exhibits93: Data Table on Academic and research - Market size and forecast 2024-2029 ($ million)
- Exhibits94: Chart on Academic and research - Year-over-year growth 2024-2029 (%)
- Exhibits95: Data Table on Academic and research - Year-over-year growth 2024-2029 (%)
- Exhibits96: Chart on Contract research organizations - Market size and forecast 2024-2029 ($ million)
- Exhibits97: Data Table on Contract research organizations - Market size and forecast 2024-2029 ($ million)
- Exhibits98: Chart on Contract research organizations - Year-over-year growth 2024-2029 (%)
- Exhibits99: Data Table on Contract research organizations - Year-over-year growth 2024-2029 (%)
- Exhibits100: Market opportunity by End-user ($ million)
- Exhibits101: Data Table on Market opportunity by End-user ($ million)
- Exhibits102: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Exhibits103: Chart on Market share By Geographical Landscape 2024-2029 (%)
- Exhibits104: Data Table on Market share By Geographical Landscape 2024-2029 (%)
- Exhibits105: Chart on Geographic comparison
- Exhibits106: Data Table on Geographic comparison
- Exhibits107: Chart on North America - Market size and forecast 2024-2029 ($ million)
- Exhibits108: Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Exhibits109: Chart on North America - Year-over-year growth 2024-2029 (%)
- Exhibits110: Data Table on North America - Year-over-year growth 2024-2029 (%)
- Exhibits111: Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Exhibits112: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Exhibits113: Chart on Europe - Year-over-year growth 2024-2029 (%)
- Exhibits114: Data Table on Europe - Year-over-year growth 2024-2029 (%)
- Exhibits115: Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Exhibits116: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Exhibits117: Chart on APAC - Year-over-year growth 2024-2029 (%)
- Exhibits118: Data Table on APAC - Year-over-year growth 2024-2029 (%)
- Exhibits119: Chart on South America - Market size and forecast 2024-2029 ($ million)
- Exhibits120: Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Exhibits121: Chart on South America - Year-over-year growth 2024-2029 (%)
- Exhibits122: Data Table on South America - Year-over-year growth 2024-2029 (%)
- Exhibits123: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Exhibits124: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Exhibits125: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Exhibits126: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Exhibits127: Chart on India - Market size and forecast 2024-2029 ($ million)
- Exhibits128: Data Table on India - Market size and forecast 2024-2029 ($ million)
- Exhibits129: Chart on India - Year-over-year growth 2024-2029 (%)
- Exhibits130: Data Table on India - Year-over-year growth 2024-2029 (%)
- Exhibits131: Chart on US - Market size and forecast 2024-2029 ($ million)
- Exhibits132: Data Table on US - Market size and forecast 2024-2029 ($ million)
- Exhibits133: Chart on US - Year-over-year growth 2024-2029 (%)
- Exhibits134: Data Table on US - Year-over-year growth 2024-2029 (%)
- Exhibits135: Chart on France - Market size and forecast 2024-2029 ($ million)
- Exhibits136: Data Table on France - Market size and forecast 2024-2029 ($ million)
- Exhibits137: Chart on France - Year-over-year growth 2024-2029 (%)
- Exhibits138: Data Table on France - Year-over-year growth 2024-2029 (%)
- Exhibits139: Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Exhibits140: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Exhibits141: Chart on Italy - Year-over-year growth 2024-2029 (%)
- Exhibits142: Data Table on Italy - Year-over-year growth 2024-2029 (%)
- Exhibits143: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Exhibits144: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Exhibits145: Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Exhibits146: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
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