3 papers
nucl-th2026
Rapid Uncertainty Quantification on a Latent Field using Fisher Information
Karl Daningburg, A. E. Lovell, Arvind T. Mohan +1
Many inverse problems in physics infer an unobserved field from measurements connected to it through a governing equation. We combine Fisher information with a differentiable solve…
nucl-th2024
A novel emulator for fission event generators
Karl Daningburg, A. E. Lovell, R. O'Shaughnessy
A wide variety of emulators have been developed for nuclear physics, particularly for use in quantifying and propagating parametric uncertainties to observables. Most of these meth…
gr-qc2022
Cost Minimization in Acquisition for Gravitational Wave Surrogate Modeling
Karl Daningburg, Richard O'Shaughnessy
Gravitational wave science is dependent upon expensive numerical simulations, which provide the foundational understanding of binary merger radiation needed to interpret observatio…