Deep learning-based forward modeling and inversion techniques for computational physics problems [electronic resource] / Yinpeng Wang, Qiang Ren.

"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 co...

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