Caroline Desgranges, Jerome Delhommelle

Gebundenes Buch

Molecular Networking

Statistical Mechanics in the Age of AI and Machine Learning

Beschreibung

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.

Autor

Dr. Caroline Desgranges received a DEA in Physics in 2005 from the University Paul Sabatier-Toulouse III (France) and a PhD in Chemical Engineering from the University of South Carolina (USA) in 2008. She is currently a Research Assistant Professor in Physics & Applied Physics at the University of Massachusetts Lowell. Dr. Jerome Delhommelle did his undergraduate studies at the Ecole Normale Superieure Paris-Saclay and received his PhD in Chemistry from the University of Paris-Saclay (France) in 2000. He is currently an Associate Professor in Chemistry at the University of Massachusetts Lowell.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 250
• Erscheinungstermin: 29. Januar 2024
• Englisch
• Abmessung: 260mm x 183mm x 18mm
• Gewicht: 672g
• ISBN-13: 9780367438937
• ISBN-10: 0367438933
• Artikelnr.: 69030800