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Abstract: Towards Physics-based Machine Learning Framework of Seismic Wavefield Modeling and Full-waveform Inversion (AGU25)

Towards Physics-based Machine Learning Framework of Seismic Wavefield Modeling and Full-waveform Inversion

Shiqian Li1, Zhi Li2, Zhancun Mu1, Shiji Xin3, Zhixiang Dai4, Kuangdai Leng5, Ruihua Zhang4, Yixin Zhu1 and Xiaodong Song1,2, (1)Institute for Artificial Intelligence, Peking University, Beijing, China, (2)School of Earth and Space Sciences, Peking University, Beijing, China, (3)Harvard University, Cambridge, United States, (4)NVIDIA, Beijing, China, (5)Rutherford Appleton Laboratory, Harwell Campus, Didcot, United Kingdom