Name: Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery (en Inglés)
Price: 792918.00 COP
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Author: Asati, Vivek; Gupta, G. D.
ISBN: 9780443492846

portada Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery (en Inglés)

Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Asati, Vivek; Gupta, G. D.

Idioma

Inglés

N° páginas

500

Encuadernación

Tapa Blanda

ISBN13

9780443492846

Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery (en Inglés)

Asati, Vivek; Gupta, G. D. (Autor) · Academic Press · Tapa Blanda

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Reseña del libro "Integrating Artificial Intelligence with Virtual Screening: A New Era in Drug Discovery (en Inglés)"

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, 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. The book also discusses challenges in navigating ultra-large chemical libraries and presents practical case studies demonstrating real-world applications. Edited by leading researchers, the book provides authoritative insights suited for graduate students, researchers, and industry professionals. It empowers its audience with the latest tools and knowledge to innovate drug discovery pipelines, supporting the development of precision medicines and fostering advancements in pharmaceutical sciences. This volume equips readers to harness AI-enhanced computational methods, accelerating therapeutic development and transforming pharmaceutical research.