Search Results for author: David A. Barajas-Solano

Found 1 papers, 1 papers with code

Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems

1 code implementation30 Jul 2021 Yu-Hong Yeung, David A. Barajas-Solano, Alexandre M. Tartakovsky

In our approach, we extend the physics-informed conditional Karhunen-Lo\'{e}ve expansion (PICKLE) method for modeling subsurface flow with unknown flux (Neumann) and varying head (Dirichlet) boundary conditions.

BIG-bench Machine Learning Physics-informed machine learning

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