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

By: Yinpeng Wang (Author) , Qiang Ren (Author)

2 in stock

Ksh 18,700.00

Format: Hardback or Cased Book

ISBN-13: 9781032502984

Publisher: Taylor & Francis Ltd

Publication Date: Jul 6th, 2023

Weight: 434 grams

Dimension: 16.20 x 24.10 x 1.70 cms

Category: Numerical analysis

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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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