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Overview of Physics-Informed Machine Learning Inversion of Geophysical
  Data

Overview of Physics-Informed Machine Learning Inversion of Geophysical Data

12 October 2023
Gerard T. Schuster
Shihang Feng
ArXivPDFHTML

Papers citing "Overview of Physics-Informed Machine Learning Inversion of Geophysical Data"

3 / 3 papers shown
Title
Implicit Full Waveform Inversion with Deep Neural Representation
Implicit Full Waveform Inversion with Deep Neural Representation
Jian Sun
K. Innanen
AI4CE
40
32
0
08 Sep 2022
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and
  Partial Differential Equation in a Loop
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop
Peng Jin
Xitong Zhang
Yinpeng Chen
Sharon X. Huang
Zicheng Liu
Youzuo Lin
74
48
0
14 Oct 2021
PINNup: Robust neural network wavefield solutions using frequency
  upscaling and neuron splitting
PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting
Xinquan Huang
T. Alkhalifah
43
45
0
29 Sep 2021
1