Transfer Learning of High-Fidelity Opacity Spectra in Autoencoders and Surrogate Models

Michael D. Vander Wal, Ryan G. McClarren, Kelli D. Humbird

Simulations of high energy density physics are expensive, largely in part for the need to produce non-local thermodynamic equilibrium opacities. High-fidelity spectra may reveal ne…