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Molecular Networking : Statistical Mechanics in the Age of AI and Machine Learning

By: (Author) Caroline Desgranges , (Author) Jerome Delhommelle

Manufacture on Demand

Ksh 22,500.00

Format: Hardback or Cased Book

ISBN-10: 0367438933

ISBN-13: 9780367438937

Publisher: Taylor & Francis Ltd

Imprint: CRC Press

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Jan 29th, 2024

Print length: 236 Pages

Weight: 453 grams

Product Classification: Atomic & molecular physics
Statistical physics
Applied physics
Quantum & theoretical chemistry
Biology, life sciences

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The book builds on an analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, machine learning and data science. Applications to systems at the cutting-edge of research e.g. environmental and energy applications, will be used.

The book builds on the analogy between social groups and assemblies of molecules to introduce the concepts of statistical mechanics, machine learning and data science. Applying a data analytics approach to molecular systems, we show how individual (molecular) features and interactions between molecules, or "communication" processes, allow for the prediction of properties and collective behavior of molecular systems - just as polling and social networking shed light on the behavior of social groups. Applications to systems at the cutting-edge of research for biological, environmental, and energy applications are also presented.

Key features:

  • Draws on a data analytics approach of molecular systems
  • Covers hot topics such as artificial intelligence and machine learning of molecular trends
  • Contains applications to systems at the cutting-edge of research for biological, environmental and energy applications
  • Discusses molecular simulation and links with other important, emerging techniques and trends in computational sciences and society
  • Authors have a well-established track record and reputation in the field

Get Molecular Networking by at the best price and quality guranteed only at Werezi Africa largest book ecommerce store. The book was published by Taylor & Francis Ltd and it has pages. Enjoy Shopping Best Offers & Deals on books Online from Werezi - Receive at your doorstep - Fast Delivery - Secure mode of Payment

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