Integrating Artificial Intelligence with Virtual Screening, Kartoniert / Broschiert

Klappentext

Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery addresses the evolving landscape of drug discovery by combining traditional virtual screening with cutting-edge artificial intelligence technologies. This volume offers an interdisciplinary guide to AI-driven ligand and structure-based screening methods, including machine learning, deep learning, and generative models, thus enabling faster and more accurate identification of drug candidates. It covers mathematical models, computational workflows, and optimization strategies such as Pareto-based and physics-based approaches.

Sections also discuss challenges in navigating ultra-large chemical libraries and present practical case studies that demonstrate real-world applications. Edited by leading researchers, the book provides authoritative insights suited for graduate students, researchers, and industry professionals. Users will be empowered by the latest tools and knowledge to innovate drug discovery pipelines and support the development of precision medicines and foster advancements in pharmaceutical sciences.