Molecular Networking - Couverture rigide

Desgranges, Caroline; Delhommelle, Jerome

 
9780367438937: Molecular Networking
Couverture rigide
ISBN 10 : 0367438933 ISBN 13 : 9780367438937
Editeur : CRC Press, 2024

Synopsis

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

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
CRC Press
Date d'édition
2024
Langue
anglais
ISBN 10 
0367438933
ISBN 13 
9780367438937
Reliure
Relié
Nombre de pages
236
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne

Autres éditions populaires du même titre

9781032670812: Molecular Networking

Edition présentée

ISBN 10 :  1032670819 ISBN 13 :  9781032670812
Editeur : CRC Press, 2025
Couverture souple