Deep learning-based forward modeling and inversion techniques for computational physics problems
Auteur :
Wang, Yinpeng / Ren, Qiang
Éditeur :
Taylor & Francis Ltd
ISBN :
9781032503035
Date de publication :
30 janv. 2025
Dimensions :
23,4 x 15,6 cm
Poids :
358 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book investigates in detail the emerging deep learning (DL) technique in computational physics, assessing its promising potential to substitute conventional numerical solvers for calculating the fields in real-time. After good training, the proposed architecture can resolve both the forward computing and the inverse retrieve problems.