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20242026
most citedOptimization of Pressure Management Strategies for Geological CO2 Sequestration Using Surrogate Model-based Reinforcement Learning

37 citations · 42 across the 7 of their papers we have counts for

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physics.comp-ph2026

Updating DMD Operators for Changes in Domain Properties

Dimitrios Voulanas, Eduardo Gildin

Fast and reliable surrogate models are critical for optimization, control and uncertainty analysis in geological carbon-storage projects, yet high-fidelity multiphase simulators re…

physics.comp-ph2024

Dynamic Mode Decomposition Accelerated Forecast and Optimization of Geological CO2 Storage in Deep Saline Aquifers

Dimitrios Voulanas, Eduardo Gildin

Data-driven and non-intrusive DMDc and DMDspc models successfully expedite the reconstruction and forecasting of CO2 fluid flow with acceptable accuracy margins, aiding in the rapi…