2 papers
physics.comp-ph2025
A reduced-order derivative-informed neural operator for subsurface fluid-flow
Jeongjin Park, Grant Bruer, Huseyin Tuna Erdinc +2
Neural operators have emerged as cost-effective surrogates for expensive fluid-flow simulators, particularly in computationally intensive tasks such as permeability inversion from…
physics.geo-ph2024
Seismic monitoring of CO2 plume dynamics using ensemble Kalman filtering
Grant Bruer, Abhinav Prakash Gahlot, Edmond Chow +1
Monitoring carbon dioxide (CO2) injected and stored in subsurface reservoirs is critical for avoiding failure scenarios and enables real-time optimization of CO2 injection rates. S…