2 papers
cs.CE2024
A semi-Lagrangian method for the direct numerical simulation of crystallization and precipitation at the pore scale
Sarah Perez, Jean-Matthieu Etancelin, Philippe Poncet
This article introduces a new efficient particle method for the numerical simulation of crystallization and precipitation at the pore scale of real rock geometries extracted by X-R…
cs.LG2023
Auto-weighted Bayesian Physics-Informed Neural Networks and robust estimations for multitask inverse problems in pore-scale imaging of dissolution
Sarah Perez, Philippe Poncet
In this article, we present a novel data assimilation strategy in pore-scale imaging and demonstrate that this makes it possible to robustly address reactive inverse problems incor…