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2020 – today
- 2024
[c4]Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Youzuo Lin:
Auto-Linear Phenomenon in Subsurface Imaging. ICML 2024- [i12]Youzuo Lin, Shihang Feng, James Theiler, Yinpeng Chen, Umberto Villa, Jing Rao, John James Greenhall, Cristian Pantea, Mark A. Anastasio, Brendt Wohlberg:
Physics and Deep Learning in Computational Wave Imaging. CoRR abs/2410.08329 (2024) - 2023
- [j5]Bian Li
, Hanchen Wang, Shihang Feng, Xiu Yang, Youzuo Lin:
Solving Seismic Wave Equations on Variable Velocity Models With Fourier Neural Operator. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [c3]Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin:
EFWI: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. NeurIPS 2023 - [i11]Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Zicheng Liu, Youzuo Lin:
Simplifying Full Waveform Inversion via Domain-Independent Self-Supervised Learning. CoRR abs/2305.13314 (2023) - [i10]Min Zhu, Shihang Feng, Youzuo Lin, Lu Lu:
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness. CoRR abs/2305.17289 (2023) - [i9]Shengyu Chen, Shihang Feng, Yao Huang, Zhou Lei, Xiaowei Jia, Youzuo Lin, Estaben Rougier:
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation. CoRR abs/2306.08783 (2023) - [i8]Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin:
EFWI: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. CoRR abs/2306.12386 (2023) - [i7]Peng Jin, Yinan Feng, Shihang Feng, Hanchen Wang, Yinpeng Chen, Benjamin Consolvo, Zicheng Liu, Youzuo Lin:
Does Full Waveform Inversion Benefit from Big Data? CoRR abs/2307.15388 (2023) - [i6]Gerard T. Schuster, Shihang Feng:
Overview of Physics-Informed Machine Learning Inversion of Geophysical Data. CoRR abs/2310.08109 (2023) - 2022
- [j4]Shihang Feng, Youzuo Lin, Brendt Wohlberg:
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j3]Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin:
Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j2]Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin:
InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [c2]Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin:
An Intriguing Property of Geophysics Inversion. ICML 2022: 6434-6446 - [c1]Chengyuan Deng, Shihang Feng, Hanchen Wang, Xitong Zhang, Peng Jin, Yinan Feng, Qili Zeng, Yinpeng Chen, Youzuo Lin:
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion. NeurIPS 2022 - [i5]Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, Youzuo Lin:
Exploring Multi-physics with Extremely Weak Supervision. CoRR abs/2202.01770 (2022) - [i4]Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin:
An Intriguing Property of Geophysics Inversion. CoRR abs/2204.13731 (2022) - 2021
- [j1]Shihang Feng, Luca Passone, Gerard T. Schuster:
Superpixel-Based Convolutional Neural Network for Georeferencing the Drone Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3361-3372 (2021) - [i3]Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin:
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. CoRR abs/2103.14158 (2021) - [i2]Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin:
Connect the Dots: In Situ 4D Seismic Monitoring of CO2 Storage with Spatio-temporal CNNs. CoRR abs/2105.11622 (2021) - [i1]Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin:
OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion. CoRR abs/2111.02926 (2021)
Coauthor Index
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