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Shihang Feng

  1. Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness
    2023/05/26 by Min Zhu, Zhu, Min, Shihang Feng +5 · 15 citations
    Computer Science · Earth and Planetary Sciences · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies
  2. OpenFWI: Large-Scale Multi-Structural Benchmark Datasets for Seismic Full Waveform Inversion
    2021/11/04 by Chengyuan Deng, Shihang Feng, Deng, Chengyuan +15 · 5 citations
    Computer Science · Earth and Planetary Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Review of physics-informed machine-learning inversion of geophysical data
    2024/01/11 by Gerard T. Schuster, Yuqing Chen, Shihang Feng · 5 citations
    Earth and Planetary Sciences · Computer Science · #Seismic Imaging and Inversion Techniques #Seismic Waves and Analysis #Seismology and Earthquake Studies