Qiang Ren & Yinpeng Wang 
Deep Learning-Based Forward Modeling and Inversion Techniques for Computational Physics Problems [PDF ebook] 

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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.Pursuing a holistic perspective, the book includes the following areas. The first chapter discusses the basic DL frameworks. Then, the steady he...

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语言 英语 ● 格式 PDF ● 网页 194 ● ISBN 9781000896657 ● 出版者 CRC Press ● 发布时间 2023 ● 下载 3 时 ● 货币 EUR ● ID 9054919 ● 复制保护 Adobe DRM
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