Deep Learning-based Forward Modeling and Inversion Techniques for Computational Physics Problems

Free Download Deep Learning-based Forward Modeling and Inversion Techniques for Computational Physics Problems
English | 2024 | ISBN: 1032502983 | 200 Pages | PDF (True) | 532 MB
d

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.