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02/09/2023
The FluidFlower International Benchmark Study: Process, Modeling Results, and Comparison to Experimental Data
Successful deployment of geological carbon storage (GCS) requires an ext...
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05/19/2022
Uncertainty Quantification for Transport in Porous media using Parameterized Physics Informed neural Networks
We present a Parametrization of the Physics Informed Neural Network (P-P...
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07/01/2020
Second Order Accurate Hierarchical Approximate Factorization of Sparse SPD Matrices
We describe a second-order accurate approach to sparsifying the off-diag...
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01/15/2020
Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem
We present a new hybrid physics-based machine-learning approach to reser...
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07/05/2019