Deep Learning-Based Forward Modeling and Inversion Techniques for Computational Physics Problems - Yinpeng Wang,Qiang Ren
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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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Description
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.
More Information
| Author | Yinpeng Wang, Qiang Ren |
|---|---|
| Publisher | CRC Press |
| Release year | 2025 |
| Cover type | Softcover |
| EAN | 9781032503035 |