85 citations · 182 across the 12 of their papers we have counts for
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physics.comp-ph2022★ 8 cited
Transfer Learning as a Method to Reproduce High-Fidelity NLTE Opacities in Simulations
Michael D. Vander Wal, Ryan G. McClarren, Kelli D. Humbird
Simulations of high-energy density physics often need non-local thermodynamic equilibrium (NLTE) opacity data. This data, however, is expensive to produce at relatively low-fidelit…
physics.comp-ph2016★ 8 cited
Adjoint-based Sensitivity Analysis for High-Energy Density Radiaitive Transfer using Flux-Limited Diffusion
Kelli D. Humbird, Ryan G. McClarren
Uncertainty quantification and sensitivity analyses are a vital component for predictive modeling in the sciences and engineering. The adjoint approach to sensitivity analysis requ…