Shihang Feng

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 19

Top Topics

Machine Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2023)
Gerard T. Schuster, Shihang Feng
Overview of Physics-Informed Machine Learning Inversion of Geophysical Data. CoRR (2023)
Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin
: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. NeurIPS (2023)
Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin
: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. CoRR (2023)
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 (2023)
Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Zicheng Liu, Youzuo Lin
Simplifying Full Waveform Inversion via Domain-Independent Self-Supervised Learning. CoRR (2023)
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 (2023)
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 (2023)
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)
Shihang Feng, Youzuo Lin, Brendt Wohlberg
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin
An Intriguing Property of Geophysics Inversion. CoRR (2022)
Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, Youzuo Lin
Exploring Multi-physics with Extremely Weak Supervision. CoRR (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin
An Intriguing Property of Geophysics Inversion. ICML (2022)
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 (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage with Spatio-temporal CNNs. CoRR (2021)
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 (2021)
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 (2021)
Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. CoRR (2021)