Deep learning for polymer discovery: foundation and advances
Auteur :
Liu, Gang / Inae, Eric / Jiang, Meng
Éditeur :
Springer International Publishing AG
ISBN :
9783031847318
Date de publication :
24 mai 2025
Dimensions :
24,0 x 16,8 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book presents a comprehensive range of topics in deep learning for polymer discovery, from fundamental concepts to advanced methodologies. The authors begin with essential knowledge on polymer data representations and neural network architectures, then progress to deep learning frameworks for property prediction and inverse polymer design.