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physics.comp-ph2025
Uncertainty quantification of reacting fluids interacting with porous media using a hybrid physics-based and data-driven approach
Diba Behnoudfar, Kyle E. Niemeyer
Accurately simulating coupled physical processes under uncertainty is essential for reliable modeling and design in performance-critical applications such as combustion systems. Ab…
physics.comp-ph2025
Autoencoder-based Dimensionality Reduction for Accelerating the Solution of Nonlinear Time-Dependent PDEs: Transport in Porous Media with Reactions
Diba Behnoudfar
Physics-based models often involve large systems of parametrized partial differential equations, where design parameters control various properties. However, high-fidelity simulati…