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

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.

• | : Yinpeng Wang, Qiang Ren
• | Publisher: Taylor & Francis Ltd
• | Publication Date: Jun 20, 2023
• | Country of Publication: United Kingdom
• | Number of Pages: 200 pages
• | Language: Unknown
• | Binding: Hardback
• | ISBN-10: 1032502983
• | ISBN-13: 9781032502984