Molecular Networking: Statistical Mechanics in the Age of AI and Machine Learning by Caroline Desgranges PDF
- CategoryOther
- TypeE-Books
- LanguageEnglish
- Total size26.8 MB
- Uploaded Byzakareya
- Downloads86
- Last checkedDec. 17th '23
- Date uploadedDec. 16th '23
- Seeders 50
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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.
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Molecular Networking_ Statistical Mechanics in the Age of AI and Machine Learning by Caroline Desgranges PDF- Molecular Networking_ Statistical Mechanics in the Age of AI and Machine Learning by Caroline Desgranges.pdf (26.8 MB)
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