3 papers
physics.comp-ph2025
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…
eess.SY2025
Introducing Coherent-Control Koopman Modeling to Reservoir Scale Porous Media Flow Studies
Dimitrios Voulanas, Eduardo Gildin
Accurate and robust surrogate modeling is essential for the real-time control and optimization of large-scale subsurface systems, such as geological CO2 storage and waterflood mana…
physics.comp-ph2025
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…