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

(Bog, Paperback / softback, Engelsk)
Forfattere: Yinpeng Wang, Qiang Ren
Forlag: Taylor & Francis Ltd

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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.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfattere Yinpeng Wang, Qiang Ren
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 30-01-2025
Første udgivelsesår 2025
Illustrationer 14 Tables, black and white; 83 Line drawings, black and white; 54 Halftones, black and white; 137 Illustrations, black and white
Originalsprog United Kingdom
Sideantal 180
Indbinding Paperback / softback
Forlag Taylor & Francis Ltd
Sideoplysninger 180 pages, 14 Tables, black and white; 83 Line drawings, black and white; 54 Halftones, black and wh
Mål 234 x 156
ISBN-13 / EAN-13 9781032503035