reservoir-simulation

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Boundary condition fidelity for bottom-hole pressure and CO2 plume prediction in geological carbon storage

arXiv cs.LG · 2026-06-29 Cached

This paper evaluates how boundary condition fidelity affects bottom-hole pressure and CO2 plume prediction in geological carbon storage simulations, finding that conserving corner pore volume is the most important requirement for truncated-domain modeling.

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#reservoir-simulation

Sequential Physics-Constrained Neural Operator Forward Modeling for the $\textit{Norne}$ Reservoir System

arXiv cs.LG · 2026-05-29 Cached

This paper presents a comprehensive mathematical framework for sequential surrogate modeling of three-phase black-oil reservoir dynamics using Fourier Neural Operators (FNO) and physics-informed variants (PINO), applied to the Norne benchmark reservoir. Theoretical contributions include functional-analytic formulation, covariate shift analysis, physics-constrained spectral stability, and truncated backpropagation gradient analysis.

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