InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. - Qili Zeng; Shihang Feng; Brendt Wohlberg; Youzuo Lin (CoRR, 2021)

Connect the Dots: In Situ 4D Seismic Monitoring of CO2 Storage with Spatio-temporal CNNs. - Shihang Feng; Xitong Zhang; Brendt Wohlberg; Neill Symons; Youzuo Lin (CoRR, 2021)

OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion. - Chengyuan Deng; Yinan Feng; Shihang Feng; Peng Jin; Xitong Zhang; Qili Zeng; Youzuo Lin (CoRR, 2021)

Superpixel-Based Convolutional Neural Network for Georeferencing the Drone Images. - Shihang Feng; Luca Passone; Gerard T. Schuster (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

An Intriguing Property of Geophysics Inversion. - Yinan Feng; Yinpeng Chen; Shihang Feng; Peng Jin; Zicheng Liu 001; Youzuo Lin (ICML, 2022)

OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion. - Chengyuan Deng; Shihang Feng; Hanchen Wang 003; Xitong Zhang; Peng Jin; Yinan Feng; Qili Zeng; Yinpeng Chen; Youzuo Lin (NeurIPS, 2022)

Exploring Multi-physics with Extremely Weak Supervision. - Shihang Feng; Peng Jin; Yinpeng Chen; Xitong Zhang; Zicheng Liu 001; Youzuo Lin (CoRR, 2022)

Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. - Shihang Feng; Youzuo Lin; Brendt Wohlberg (IEEE Trans. Geosci. Remote. Sens., 2022)

Connect the Dots: In Situ 4-D Seismic Monitoring of CO2 Storage With Spatio-Temporal CNNs. - Shihang Feng; Xitong Zhang; Brendt Wohlberg; Neill Symons; Youzuo Lin (IEEE Trans. Geosci. Remote. Sens., 2022)

InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion. - Qili Zeng; Shihang Feng; Brendt Wohlberg; Youzuo Lin (IEEE Trans. Geosci. Remote. Sens., 2022)

EFWI: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. - Shihang Feng; Hanchen Wang 003; Chengyuan Deng; Yinan Feng; Yanhua Liu; Min Zhu; Peng Jin; Yinpeng Chen; Youzuo Lin (NeurIPS, 2023)

Simplifying Full Waveform Inversion via Domain-Independent Self-Supervised Learning. - Yinan Feng; Yinpeng Chen; Peng Jin; Shihang Feng; Zicheng Liu 001; Youzuo Lin (CoRR, 2023)

Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness. - Min Zhu; Shihang Feng; Youzuo Lin; Lu Lu (CoRR, 2023)

HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation. - Shengyu Chen; Shihang Feng; Yao Huang; Zhou Lei; Xiaowei Jia; Youzuo Lin; Estaben Rougier (CoRR, 2023)

EFWI: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. - Shihang Feng; Hanchen Wang 003; Chengyuan Deng; Yinan Feng; Yanhua Liu; Min Zhu; Peng Jin; Yinpeng Chen; Youzuo Lin (CoRR, 2023)

Does Full Waveform Inversion Benefit from Big Data? - Peng Jin; Yinan Feng; Shihang Feng; Hanchen Wang 003; Yinpeng Chen; Benjamin Consolvo; Zicheng Liu 001; Youzuo Lin (CoRR, 2023)

Overview of Physics-Informed Machine Learning Inversion of Geophysical Data. - Gerard T. Schuster; Shihang Feng (CoRR, 2023)

Solving Seismic Wave Equations on Variable Velocity Models With Fourier Neural Operator. - Bian Li; Hanchen Wang 003; Shihang Feng; Xiu Yang; Youzuo Lin (IEEE Trans. Geosci. Remote. Sens., 2023)

Auto-Linear Phenomenon in Subsurface Imaging. - Yinan Feng; Yinpeng Chen; Peng Jin; Shihang Feng; Youzuo Lin (ICML, 2024)

Physics and Deep Learning in Computational Wave Imaging. - Youzuo Lin; Shihang Feng; James Theiler; Yinpeng Chen; Umberto Villa; Jing Rao; John James Greenhall; Cristian Pantea; Mark A. Anastasio; Brendt Wohlberg (CoRR, 2024)

OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography. - Hanchen Wang 008; Yixuan Wu; Yinan Feng; Peng Jin; Shihang Feng; Yiming Mao 014; James Wiskin; Baris Turkbey; Peter A. Pinto; Bradford J. Wood; Songting Luo; Yinpeng Chen; et al. (CoRR, 2025)