全球人工智慧科学发现市场,2025-2029年
市场调查报告书
商品编码
1915640

全球人工智慧科学发现市场,2025-2029年

Global AI For Scientific Discovery Market 2025-2029

出版日期: | 出版商: TechNavio | 英文 303 Pages | 订单完成后即时交付

价格
简介目录

全球用于科学发现的人工智慧市场预计在 2024-2029 年预测期内将达到 44.074 亿美元,复合年增长率为 19.0%。

本报告对全球人工智慧科学发现市场进行了全面分析,包括市场规模和预测、趋势、成长要素和挑战,以及对约 25 家供应商的分析。

本报告对当前市场格局、最新趋势和驱动因素以及整体市场环境进行了最新分析。市场成长的驱动因素包括:海量科学数据和先进运算基础设施的激增、不断增长的投资和策略性跨学科合作,以及人工智慧模型和演算法的变革性进步。

本研究采用客观的方法,结合一手和二手讯息,包括来自主要行业相关人员的意见。报告包含全面的市场规模数据、区域細項分析、供应商格局以及对主要企业的分析。报告提供历史数据和预测数据。

市场覆盖范围
基准年 2025
年末 2029
预测期 2025-2029
成长势头 加速度
同比 15.7%
复合年增长率 19%
增量 44.074亿美元

该研究指出,多模态和高维科学数据的指数级增长是未来几年推动全球科学发现人工智慧市场成长的关键因素之一,而人工智慧架构的成熟、高效能运算的普及、战略投资的增长以及公私合营的加强预计将共同创造巨大的市场需求。

目录

第一章执行摘要

第二章 Technavio 分析

  • 价格、生命週期、顾客购买篮、采用率和购买标准分析
  • 投入与差异化因素的重要性
  • 混淆来源
  • 驱动因素和挑战的影响

第三章 市场情势

  • 市场生态系统
  • 市场特征
  • 价值链分析

第四章 市场规模

  • 市场定义
  • 市场区隔分析
  • 2024年市场规模
  • 2024-2029年市场展望

第五章 市场规模表现

  • 2019-2023年全球人工智慧科学发现市场
  • 应用细分市场分析 2019-2023
  • 2019-2023年技术细分市场分析
  • 2019-2023年最终用户细分市场分析
  • 2019-2023年区域细分市场分析
  • 2019-2023年国家细分市场分析

第六章五力分析

  • 五力分析概述
  • 买方的议价能力
  • 供应商的议价能力
  • 新进入者的威胁
  • 替代品的威胁
  • 竞争威胁
  • 市场状况

第七章 按应用程式进行市场区隔

  • 比较:按应用
  • 标靶发现
  • 新分子设计
  • 生物标记和体学分析
  • 预测毒理学
  • 按应用分類的市场机会

8. 按技术分類的市场细分

  • 比较:按技术
  • 生成模型
  • 图和分子机器学习
  • 基于物理的机器学习
  • 仿真与数位双胞胎
  • 按技术分類的市场机会

9. 按最终用户分類的市场细分

  • 比较:按最终用户
  • 药物研发
  • 生技公司
  • 学术机构与国家实验室
  • 化学和材料科学公司
  • 按最终用户分類的市场机会

第十章 客户情况

第十一章 区域情势

  • 区域细分
  • 区域比较
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 法国
    • 义大利
    • 西班牙
    • 荷兰
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
    • 印尼
  • 南美洲
    • 巴西
    • 阿根廷
    • 哥伦比亚
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非
    • 以色列
    • 土耳其
  • 各区域的市场机会

第十二章:驱动因素、挑战与机会

  • 市场驱动因素
  • 市场挑战
  • 驱动因素和挑战的影响
  • 市场机会

第十三章 竞争格局

  • 概述
  • 竞争格局
  • 令人困惑的局面
  • 产业风险

第十四章 竞争分析

  • 公司简介
  • 企业排名指数
  • 公司市场定位
  • AbCellera Biologics Inc.
  • Amazon Web Services Inc.
  • Atomwise Inc.
  • Benchling Inc.
  • BenchSci Analytics Inc.
  • BenevolentAI
  • Evaxion AS
  • Google LLC
  • Healx Ltd.
  • IBM Corp.
  • Insilico Medicine
  • Microsoft Corp.
  • NVIDIA Corp.
  • Recursion Pharmaceuticals Inc.
  • Schrodinger Inc.

第十五章附录

简介目录
Product Code: IRTNTR81034

The global AI for scientific discovery market is forecasted to grow by USD 4407.4 mn during 2024-2029, accelerating at a CAGR of 19.0% during the forecast period. The report on the global AI for scientific discovery 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 proliferation of high-volume scientific data and advanced computational infrastructure, escalating investment and cross-disciplinary strategic collaborations, transformative advances in AI models and algorithms.

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.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202515.7%
CAGR19%
Incremental Value$4407.4 mn

Technavio's global AI for scientific discovery market is segmented as below:

By Application

  • Target discovery
  • De novo molecule design
  • Biomarker and omics analysis
  • Predictive toxicology

By Technology

  • Generative models
  • Graph and molecular ML
  • Physics-informed ML
  • Simulation and digital twins

By End-User

  • Pharmaceutical research and development
  • Biotechnology companies
  • Academic and national labs
  • Chemical and materials science firms

Geography

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • France
    • Italy
    • Spain
    • The Netherlands
  • APAC
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East and Africa
    • UAE
    • South Africa
    • Turkey
  • Rest of World (ROW)

This study identifies the exponential growth in multi-modal and high-dimensional scientific data as one of the prime reasons driving the global AI for scientific discovery market growth during the next few years. Also, maturation of AI architectures and democratization of high-performance computing and escalating strategic investments and public-private collaborations will lead to sizable demand in the market.

The report on the global AI for scientific discovery market covers the following areas:

  • Global AI for scientific discovery market sizing
  • Global AI for scientific discovery market forecast
  • Global AI for scientific discovery market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI for scientific discovery market vendors that include AbCellera Biologics Inc., Amazon Web Services Inc., Atomwise Inc., Benchling Inc., BenchSci Analytics Inc., BenevolentAI, Evaxion AS, Generate Biomedicines, Google LLC, Healx Ltd., IBM Corp., Insilico Medicine, Microsoft Corp., Nimbus Therapeutics, Novartis AG, NVIDIA Corp., Recursion Pharmaceuticals Inc., Schrodinger Inc.. Also, the global AI for scientific discovery market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

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

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 Geography
    • Executive Summary - Chart on Market Segmentation by Application
    • Executive Summary - Chart on Market Segmentation by Technology
    • 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
  • 2.3 Factors of disruption
  • 2.4 Impact of drivers and challenges

3 Market Landscape

  • 3.1 Market ecosystem
  • 3.2 Market characteristics
  • 3.3 Value chain analysis

4 Market Sizing

  • 4.1 Market definition
  • 4.2 Market segment analysis
    • Market segments
  • 4.3 Market size 2024
  • 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

  • 5.1 Global AI For Scientific Discovery Market 2019 - 2023
    • Historic Market Size - Data Table on Global AI For Scientific Discovery Market 2019 - 2023 ($ million)
  • 5.2 Application segment analysis 2019 - 2023
    • Historic Market Size - Application Segment 2019 - 2023 ($ million)
  • 5.3 Technology segment analysis 2019 - 2023
    • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
  • 5.4 End-user segment analysis 2019 - 2023
    • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
  • 5.5 Geography segment analysis 2019 - 2023
    • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • 5.6 Country segment analysis 2019 - 2023
    • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

  • 6.1 Five forces summary
    • Five forces analysis - Comparison between 2024 and 2029
  • 6.2 Bargaining power of buyers
    • Bargaining power of buyers - Impact of key factors 2024 and 2029
  • 6.3 Bargaining power of suppliers
    • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • 6.4 Threat of new entrants
    • Threat of new entrants - Impact of key factors in 2024 and 2029
  • 6.5 Threat of substitutes
    • Threat of substitutes - Impact of key factors in 2024 and 2029
  • 6.6 Threat of rivalry
    • Threat of rivalry - Impact of key factors in 2024 and 2029
  • 6.7 Market condition

7 Market Segmentation by Application

  • 7.1 Market segments
  • 7.2 Comparison by Application
  • 7.3 Target discovery - Market size and forecast 2024-2029
  • 7.4 De novo molecule design - Market size and forecast 2024-2029
  • 7.5 Biomarker and omics analysis - Market size and forecast 2024-2029
  • 7.6 Predictive toxicology - Market size and forecast 2024-2029
  • 7.7 Market opportunity by Application
    • Market opportunity by Application ($ million)

8 Market Segmentation by Technology

  • 8.1 Market segments
  • 8.2 Comparison by Technology
  • 8.3 Generative models - Market size and forecast 2024-2029
  • 8.4 Graph and molecular ML - Market size and forecast 2024-2029
  • 8.5 Physics-informed ML - Market size and forecast 2024-2029
  • 8.6 Simulation and digital twins - Market size and forecast 2024-2029
  • 8.7 Market opportunity by Technology
    • Market opportunity by Technology ($ million)

9 Market Segmentation by End-user

  • 9.1 Market segments
  • 9.2 Comparison by End-user
  • 9.3 Pharmaceutical research and development - Market size and forecast 2024-2029
  • 9.4 Biotechnology companies - Market size and forecast 2024-2029
  • 9.5 Academic and national labs - Market size and forecast 2024-2029
  • 9.6 Chemical and materials science firms - Market size and forecast 2024-2029
  • 9.7 Market opportunity by End-user
    • Market opportunity by End-user ($ million)

10 Customer Landscape

  • 10.1 Customer landscape overview
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

  • 11.1 Geographic segmentation
  • 11.2 Geographic comparison
  • 11.3 North America - Market size and forecast 2024-2029
    • 11.3.1 US - Market size and forecast 2024-2029
    • 11.3.2 Canada - Market size and forecast 2024-2029
    • 11.3.3 Mexico - Market size and forecast 2024-2029
  • 11.4 Europe - Market size and forecast 2024-2029
    • 11.4.1 Germany - Market size and forecast 2024-2029
    • 11.4.2 UK - Market size and forecast 2024-2029
    • 11.4.3 France - Market size and forecast 2024-2029
    • 11.4.4 Italy - Market size and forecast 2024-2029
    • 11.4.5 Spain - Market size and forecast 2024-2029
    • 11.4.6 The Netherlands - Market size and forecast 2024-2029
  • 11.5 APAC - Market size and forecast 2024-2029
    • 11.5.1 China - Market size and forecast 2024-2029
    • 11.5.2 Japan - Market size and forecast 2024-2029
    • 11.5.3 India - Market size and forecast 2024-2029
    • 11.5.4 South Korea - Market size and forecast 2024-2029
    • 11.5.5 Australia - Market size and forecast 2024-2029
    • 11.5.6 Indonesia - Market size and forecast 2024-2029
  • 11.6 South America - Market size and forecast 2024-2029
    • 11.6.1 Brazil - Market size and forecast 2024-2029
    • 11.6.2 Argentina - Market size and forecast 2024-2029
    • 11.6.3 Colombia - Market size and forecast 2024-2029
  • 11.7 Middle East and Africa - Market size and forecast 2024-2029
    • 11.7.1 Saudi Arabia - Market size and forecast 2024-2029
    • 11.7.2 UAE - Market size and forecast 2024-2029
    • 11.7.3 South Africa - Market size and forecast 2024-2029
    • 11.7.4 Israel - Market size and forecast 2024-2029
    • 11.7.5 Turkey - Market size and forecast 2024-2029
  • 11.8 Market opportunity by geography
    • Market opportunity by geography ($ million)
    • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

  • 12.1 Market drivers
    • Proliferation of high-volume scientific data and advanced computational infrastructure
    • Escalating investment and cross-disciplinary strategic collaborations
    • Transformative advances in AI models and algorithms
  • 12.2 Market challenges
    • Data Scarcity, quality, and interoperability
    • Prohibitive computational costs and infrastructure barriers
    • Model interpretability, validation, and reproducibility
  • 12.3 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029
  • 12.4 Market opportunities
    • Exponential growth in multi-modal and high-dimensional scientific data
    • Maturation of AI architectures and democratization of high-performance computing
    • Escalating strategic investments and public-private collaborations

13 Competitive Landscape

  • 13.1 Overview
  • 13.2 Competitive Landscape
    • Overview on criticality of inputs and factors of differentiation
  • 13.3 Landscape disruption
    • Overview on factors of disruption
  • 13.4 Industry risks
    • Impact of key risks on business

14 Competitive Analysis

  • 14.1 Companies profiled
    • Companies covered
  • 14.2 Company ranking index
    • Company ranking index
  • 14.3 Market positioning of companies
    • Matrix on companies position and classification
  • 14.4 AbCellera Biologics Inc.
    • AbCellera Biologics Inc. - Overview
    • AbCellera Biologics Inc. - Product / Service
    • AbCellera Biologics Inc. - Key offerings
    • SWOT
  • 14.5 Amazon Web Services Inc.
    • Amazon Web Services Inc. - Overview
    • Amazon Web Services Inc. - Product / Service
    • Amazon Web Services Inc. - Key news
    • Amazon Web Services Inc. - Key offerings
    • SWOT
  • 14.6 Atomwise Inc.
    • Atomwise Inc. - Overview
    • Atomwise Inc. - Product / Service
    • Atomwise Inc. - Key offerings
    • SWOT
  • 14.7 Benchling Inc.
    • Benchling Inc. - Overview
    • Benchling Inc. - Product / Service
    • Benchling Inc. - Key offerings
    • SWOT
  • 14.8 BenchSci Analytics Inc.
    • BenchSci Analytics Inc. - Overview
    • BenchSci Analytics Inc. - Product / Service
    • BenchSci Analytics Inc. - Key offerings
    • SWOT
  • 14.9 BenevolentAI
    • BenevolentAI - Overview
    • BenevolentAI - Product / Service
    • BenevolentAI - Key offerings
    • SWOT
  • 14.10 Evaxion AS
    • Evaxion AS - Overview
    • Evaxion AS - Product / Service
    • Evaxion AS - Key offerings
    • SWOT
  • 14.11 Google LLC
    • Google LLC - Overview
    • Google LLC - Product / Service
    • Google LLC - Key offerings
    • SWOT
  • 14.12 Healx Ltd.
    • Healx Ltd. - Overview
    • Healx Ltd. - Product / Service
    • Healx Ltd. - Key offerings
    • SWOT
  • 14.13 IBM Corp.
    • IBM Corp. - Overview
    • IBM Corp. - Business segments
    • IBM Corp. - Key news
    • IBM Corp. - Key offerings
    • IBM Corp. - Segment focus
    • SWOT
  • 14.14 Insilico Medicine
    • Insilico Medicine - Overview
    • Insilico Medicine - Product / Service
    • Insilico Medicine - Key offerings
    • SWOT
  • 14.15 Microsoft Corp.
    • Microsoft Corp. - Overview
    • Microsoft Corp. - Business segments
    • Microsoft Corp. - Key news
    • Microsoft Corp. - Key offerings
    • Microsoft Corp. - Segment focus
    • SWOT
  • 14.16 NVIDIA Corp.
    • NVIDIA Corp. - Overview
    • NVIDIA Corp. - Business segments
    • NVIDIA Corp. - Key news
    • NVIDIA Corp. - Key offerings
    • NVIDIA Corp. - Segment focus
    • SWOT
  • 14.17 Recursion Pharmaceuticals Inc.
    • Recursion Pharmaceuticals Inc. - Overview
    • Recursion Pharmaceuticals Inc. - Product / Service
    • Recursion Pharmaceuticals Inc. - Key offerings
    • SWOT
  • 14.18 Schrodinger Inc.
    • Schrodinger Inc. - Overview
    • Schrodinger Inc. - Business segments
    • Schrodinger Inc. - Key offerings
    • Schrodinger Inc. - Segment focus
    • SWOT

15 Appendix

  • 15.1 Scope of the report
    • Market definition
    • Objectives
    • Notes and caveats
  • 15.2 Inclusions and exclusions checklist
    • Inclusions checklist
    • Exclusions checklist
  • 15.3 Currency conversion rates for US$
    • Currency conversion rates for US$
  • 15.4 Research methodology
    • Research methodology
  • 15.5 Data procurement
    • Information sources
  • 15.6 Data validation
    • Data validation
  • 15.7 Validation techniques employed for market sizing
    • Validation techniques employed for market sizing
  • 15.8 Data synthesis
    • Data synthesis
  • 15.9 360 degree market analysis
    • 360 degree market analysis
  • 15.10 List of abbreviations
    • List of abbreviations