270 citations · 947 across the 25 of their papers we have counts for
Showing physics.comp-phShow all
2 papers · 1 filter
physics.comp-ph2022★ 25 cited
Predicting Solar Wind Streams from the Inner-Heliosphere to Earth via Shifted Operator Inference
Opal Issan, Boris Kramer
Solar wind conditions are predominantly predicted via three-dimensional numerical magnetohydrodynamic (MHD) models. Despite their ability to produce highly accurate predictions, MH…
physics.comp-ph2019★ 102 cited
Learning physics-based reduced-order models for a single-injector combustion process
Renee Swischuk, Boris Kramer, Cheng Huang +1
This paper presents a physics-based data-driven method to learn predictive reduced-order models (ROMs) from high-fidelity simulations, and illustrates it in the challenging context…