3 citations · 3 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2025★ 3 cited
A generative foundation model for an all-in-one seismic processing framework
Shijun Cheng, Randy Harsuko, Tariq Alkhalifah
Seismic data often face challenges in their utilization due to noise contamination, incomplete acquisition, and limited low-frequency information, which hinder accurate subsurface…
cs.LG2025
Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network
Shijun Cheng, Tariq Alkhalifah
Physics-informed neural networks (PINNs) face significant challenges in modeling multi-frequency wavefields in complex velocity models due to their slow convergence, difficulty in…