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AI for Scientific Discovery
Series: AI for Everything
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Format: Hardback
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?
This book is ideal for researchers, scientists, and students in engineering and technology interested in leveraging AI to enhance scientific research and discovery practices.
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AI for Scientific Discovery provides an accessible introduction to the wide-ranging applications of artificial intelligence technologies in scientific research and discovery across the full breadth of scientific disciplines.
Book Hero Magic formatted this description to make it easier to read. While it's new and
still learning, it may not be perfect - your
feedback is welcome!
Description
AI for Scientific Discovery provides an accessible introduction to the wide-ranging applications of artificial intelligence (AI) technologies in scientific research and discovery across the full breadth of scientific disciplines.
AI technologies support discovery science in multiple ways. They support literature management and synthesis, allowing the wealth of what has already been discovered and reported on to be integrated and easily accessed. They play a central role in data analysis and interpretation in the context of what is called ‘data science’.
AI is also helping to combat the reproducibility crisis in scientific research by underpinning the discovery process with AI-enabled standards and pipelines and supporting the management of large-scale data and knowledge resources so they can be shared and integrated, serving as a background ‘knowledge ecosystem’ into which new discoveries can be embedded.
However, there are limitations to what AI can achieve, and its outputs can be biased and confounded; thus, they should not be blindly trusted. The latest generation of hybrid and ‘human-in-the-loop’ AI technologies aim to balance human inputs and insights with the power of number-crunching and statistical inference at a massive scale, which AI technologies are best at.
Series: AI for Everything
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AI for Scientific Discovery
AI for Scientific Discovery provides an accessible introduction to the wide-ranging applications of artificial intelligence (AI) technologies in scientific research and discovery across the full breadth of scientific disciplines. AI technologies support discovery science in multiple ways. They support literature management and synthesis, allowing the wealth of what has already been discovered and reported on to be integrated and easily...HardbackSold Out
Book Details
INFORMATION
ISBN: 9781032128771
Publisher: Taylor & Francis Ltd
Format: Hardback
Date Published: 06 June 2023
Country: United Kingdom
Imprint: CRC Press
Illustration: 1 Line drawings, black and white; 4 Halftones, black and white; 5 Illustrations, black and white
Audience: Tertiary education, Professional and scholarly
DIMENSIONS
Width: 129.0mm
Height: 198.0mm
Weight: 20g
Pages: 120
About the Author
Janna Hastings is a computer scientist with more than a decade of experience across the life, behavioural and social sciences. She is also a data scientist with a PhD in computational biology and extensive experience in bioinformatics, cheminformatics and psychoinformatics. She is currently Assistant Professor of Medical Knowledge and Decision Support at the University of Zurich, and Vice-Director of the School of Medicine at the University of St. Gallen. Her current research focuses on bridging the gaps between knowledge and learning to bring AI technologies in medicine closer to the needs and workflows of clinicians and to support truly interdisciplinary and integrative knowledge discovery.
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