6 citations · 6 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2026
Diffusion-guided optimization for full waveform inversion
Yiran Shen, Yangkang Chen, Björn Engquist
We present a diffusion-guided full waveform inversion (FWI) study in which pretrained diffusion generative models are used as learned regularizers inside a PDE-constrained seismic…
physics.geo-ph2021★ 6 cited
Investigating Steady Unconfined Groundwater Flow using Physics Informed Neural Networks
Mohammad Afzal Shadab, DingCheng Luo, Yiran Shen +2
A novel deep learning technique called Physics Informed Neural Networks (PINNs) is adapted to study steady groundwater flow in unconfined aquifers. This technique utilizes informat…