2 papers
cs.LG2026
Sequential Physics-Constrained Neural Operator Forward Modeling for the Reservoir System
Clement Etienam, Juntao Yang, Oleg Ovcharenko +4
We develop a comprehensive mathematical and computational framework for sequential surrogate modeling of three-phase black-oil reservoir dynamics using neural operators, with parti…
physics.comp-ph2025
Fourier Neural Operator based surrogates for storage in realistic geologies
Anirban Chandra, Marius Koch, Suraj Pawar +9
This study aims to develop surrogate models for accelerating decision making processes associated with carbon capture and storage (CCS) technologies. Selection of sub-surface $CO_2…