Molecular Networking by Caroline Desgranges PDF
Download Torrent
Opens in your torrent client (e.g. qBittorrent)
Health
Dead0/4
Info Hash9A60BBB374C7B2BF810C5565265ED5A347FC9D08
Peers Updated16 hours ago (2026-03-31 19:56:58)
Description
xx
Molecular Networking: Statistical Mechanics in the Age of AI and Machine Learning by Caroline Desgranges PDF
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.
xx
Molecular Networking: Statistical Mechanics in the Age of AI and Machine Learning by Caroline Desgranges PDF
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.
xx