MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning. - Tariq Alkhalifah; Hanchen Wang 003; Oleg Ovcharenko (CoRR, 2021)

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)

Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator. - Bian Li; Hanchen Wang 003; Xiu Yang; Youzuo Lin (CoRR, 2022)

Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. - Hanchen Wang 003; Tariq Alkhalifah; Umair bin Waheed; Claire Birnie (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)

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)

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)

Tutorial on Novel Toolkits toward AI for Science on Resource-Constrained Computing Systems. - Yi Sheng; Junhuan Yang; Hanchen Wang 003; Yinan Feng; Yinpeng Chen; Xiaolong Guo; Youzuo Lin; Weiwen Jiang; Lei Yang 018 (CODES+ISSS, 2024)

EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. - Junhuan Yang; Hanchen Wang 003; Yi Sheng; Youzuo Lin; Lei Yang 018 (DAC, 2024)

Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography. - Junhuan Yang; Yi Sheng; Yuzhou Zhang; Hanchen Wang 003; Youzuo Lin; Lei Yang 018 (ACM Great Lakes Symposium on VLSI, 2024)

APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. - Yi Sheng; Hanchen Wang 003; Yipei Liu; Junhuan Yang; Weiwen Jiang; Youzuo Lin; Lei Yang 018 (MICCAI (7), 2024)

A Physics-guided Generative AI Toolkit for Geophysical Monitoring. - Junhuan Yang; Hanchen Wang 003; Yi Sheng; Youzuo Lin; Lei Yang 018 (CoRR, 2024)

Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography. - Luke Lozenski; Hanchen Wang 003; Fu Li; Mark A. Anastasio; Brendt Wohlberg; Youzuo Lin; Umberto Villa (IEEE Trans. Computational Imaging, 2024)