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

von Yinpeng Wang, Qiang Ren

200 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI) Maschinelles Lernen
• ISBN: 9781032502984
• Sprache: Englisch
• Erscheinungsdatum: 06.07.2023
• Größe: 240 x 161 mm
• Verlag: CRC Press