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Artificial Intelligence for Drug Design

Artificial Intelligence for Drug Design

0 - Default Title
Description
This book focuses on the application of artificial intelligence in drug research and development, particularly its growing role in evaluating interactions between biological targets and drug molecules and optimizing drug design pathways. It offers a comprehensive structure divided into four parts: fundamentals of AI algorithms, data foundations and representations, AI driven drug design, and program code. The book systematically introduces key AI methodologies, highlights essential biomedical data resources, and presents data mining approaches based on artificial intelligence. Following the workflow of drug R&D, each chapter explains the basic principles and challenges of specific drug design steps and then reviews the corresponding advances in AI algorithms, supplemented by cross-disciplinary application examples. Readers will gain a clear understanding of how AI integrates into and accelerates the drug development process while reducing associated risks and costs, making the book particularly valuable for researchers and technical professionals engaged in life sciences and pharmaceutical R&D.
Product details
Number of Pages:
956
Release Date:
2026-01-01
Publication Date:
2026-01-01
Publisher:
Springer
Languages:
Original: English
ISBN10:
9819525241
ISBN13:
9789819525249
GPSR Manufacturer Reference:
Weight:
1749 g
Height:
160 cm
Width:
241 cm
Thickness:
53 cm
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