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MOLECULAR NETWORKING STATISTICAL MECHANICS IN THE AGE OF AI AND MACHINE LEARNING (PB 2025)

SKU: 9781032670812

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This comprehensive guide explores molecular networking and statistical mechanics in the modern era of artificial intelligence and machine learning. Written by experts Caroline Desgranges and Jerome Delhommelle, it bridges classical statistical mechanics with cutting-edge AI methodologies.

2 in stock

Description

This groundbreaking book examines the intersection of molecular networking, statistical mechanics, and modern artificial intelligence. Authors Caroline Desgranges and Jerome Delhommelle provide readers with essential insights into how machine learning algorithms are revolutionizing our understanding of complex molecular systems.

The text covers fundamental principles of statistical mechanics while demonstrating practical applications of AI and machine learning in molecular research. It addresses advanced computational techniques, neural networks, and data-driven approaches to solving classical problems in molecular science. Ideal for researchers, graduate students, and professionals in chemistry, physics, materials science, and computational biology, this resource equips readers with the tools needed to leverage AI in molecular system analysis and prediction.

Additional information

Author

Caroline Desgranges, Jerome Delhommelle

Publisher

‏ : ‎ CRC Pr I Llc

ISBN

9781032670812

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