1 option
Transforming life sciences with cloud computing and AI : architecting an intelligent and trustworthy research ecosystem / Zhong Wang, Adrish Sannyasi, Jonathan Jiang.
Springer Nature - Springer Computer Science eBooks 2026 English International Available online
View online- Format:
- Book
- Author/Creator:
- Wang, Zhong (Computational biologist), author.
- Sannyasi, Adrish, author.
- Jiang, Jonathan, author.
- Language:
- English
- Subjects (All):
- Computational biology.
- Bioinformatics.
- Cloud computing.
- Artificial intelligence--Biological applications.
- Artificial intelligence.
- Physical Description:
- 1 online resource (xxv, 335 pages) : illustrations
- Place of Publication:
- Cham, Switzerland : Springer, [2026]
- Summary:
- This book explores the "triple helix" of data, cloud computing, and artificial intelligence, exploring how this powerful convergence is reshaping life sciences. It serves as a comprehensive guide to the technologies driving this revolution, from the foundational principles of scalable cloud infrastructure to the architecture of the generative AI and Large Language Models that are learning to speak the language of biology. The book examines the practical application of these tools across several domains, including pandemic mitigation, the future of personalized health, and the development of a sustainable bioeconomy, offering readers a clear understanding of both the technological underpinnings and their real-world impact. Moving beyond theory, the book provides a pragmatic roadmap for implementation, tackling the significant challenges of R&D productivity, data quality, and operational efficiency. It founds a blueprint for building trustworthy AI by detailing the essential pillars of security, privacy, and compliance. Finally, this work presents a compelling vision for an "Intelligent Discovery Environment for Science," where human-AI partnerships dissolve the barriers between idea and execution. It is a call to action for researchers, technologists, and leaders to collaboratively build a more efficient, equitable, and human-centric future for science.
- Contents:
- The triple helix of data, cloud computing, and AI is propelling a transformation in the life sciences
- The diverse and complex data landscape in the life sciences necessitates a rethinking of computing and algorithms
- Cloud democratizes computing for all
- Generative AI in life sciences : concepts and applications from molecules to medicine
- Advanced topics for adopting cloud and AI for life sciences research
- A deep dive into optimising cloud and AI
- Generative AI applications and practical considerations
- The pillars of trust in life science AI
- The vision for an intelligent discovery environment for science
- Emerging computing and AI technologies at the horizon
- A call to action : building a brighter, human-centric future for life sciences through community collaboration.
- Notes:
- Includes bibliographical references,
- Online resource; title from PDF title page (Springer Nature Link, viewed April 22, 2026).
- Other Format:
- Print version: Wang, Zhong (Computational biologist) Transforming life sciences with cloud computing and AI
- ISBN:
- 9783032142221
- 3032142229
- OCLC:
- 1586833831
- Access Restriction:
- Restricted for use by site license
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.