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

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

Paperback

Technology & EngineeringGeneral ComputersPhysics

ISBN10: 1032503033
ISBN13: 9781032503035
Publisher: CRC Press
Published: Jan 30 2025
Pages: 180
Weight: 0.63
Height: 0.42 Width: 6.14 Depth: 9.21
Language: English

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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