activity
20232026
most citedOnline learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction

1 citations · 1 across the 7 of their papers we have counts for

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cs.CE2023

Learning the Factors Controlling Mineralization for Geologic Carbon Sequestration

Aleksandra Pachalieva, Jeffrey D. Hyman, Daniel O'Malley +2

We perform a set of flow and reactive transport simulations within three-dimensional fracture networks to learn the factors controlling mineral reactions. CO mineralization req…

stat.CO2023

Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media

Aleksei G. Sorokin, Aleksandra Pachalieva, Daniel O'Malley +3

Limiting the injection rate to restrict the pressure below a threshold at a critical location can be an important goal of simulations that model the subsurface pressure between inj…