AI for Seismology

WaveformMAE: Self-Supervised Learning for Fault-Inversion-Free Reconstruction of Ground Motion Waveforms Across the Entire Area
A study attempting to reconstruct seismic waveforms of various locations across an entire region using the self-supervised learning approach of MAE, without the need for inversion in geophysics.
Dec 13, 2023 8:30 AM — 12:50 PM Moscone Center, South, Poster Hall A-C, S31F-0409
Borui Kang, Peng Wu, Chen Gu, Yichen Zhong
Poster Event Link
WaveformMAE: Self-Supervised Learning for Fault-Inversion-Free Reconstruction of Ground Motion Waveforms Across the Entire Area
PISGAN: Data-Driven and Physics-Informed Seismic Waveform Generator
Oral presentation on PISGAN, a data-driven and physics-informed seismic waveform generator.
Apr 17, 2023 — Apr 20, 2023 San Juan, Puerto Rico
Borui Kang