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Shihang Feng

Physics and Deep Learning in Computational Wave Imaging

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Oct 10, 2024
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Overview of Physics-Informed Machine Learning Inversion of Geophysical Data

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Oct 12, 2023
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Does Full Waveform Inversion Benefit from Big Data?

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Jul 28, 2023
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$\mathbf{\mathbb{E}^{FWI}}$: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties

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Jun 21, 2023
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HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation

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Jun 14, 2023
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Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness

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May 26, 2023
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An Intriguing Property of Geophysics Inversion

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Apr 28, 2022
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Exploring Multi-physics with Extremely Weak Supervision

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Feb 03, 2022
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OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion

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Nov 04, 2021
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Connect the Dots: In Situ 4D Seismic Monitoring of CO$_2$ Storage with Spatio-temporal CNNs

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May 25, 2021
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