17 citations · 36 across the 4 of their papers we have counts for
5 papers
Indirect-Drive Fusion Target Design for Commercial Fusion Energy
C. R. Weber, A. L. Kritcher, S. Bhandarkar +26
This paper presents the physics basis for commercially relevant laser indirect-drive (LID) (radiation-driven) inertial fusion energy (IFE) using a 10 MJ laser driver. To date, this…
Development of an uncertainty-aware equation of state for gold
Lin H. Yang, James A. Gaffney
This study introduces a framework that employs Gaussian Processes (GPs) to develop high-fidelity equation of state (EOS) tables, essential for modeling material properties across v…
Learning thermodynamically constrained equations of state with uncertainty
Himanshu Sharma, Jim A. Gaffney, Dimitrios Tsapetis +1
Numerical simulations of high energy-density experiments require equation of state (EOS) models that relate a material's thermodynamic state variables -- specifically pressure, vol…
Constraining Model Uncertainty in Plasma Equation-of-State Models with a Physics-Constrained Gaussian Process
Jim A Gaffney, Lin Yang, Suzanne Ali
Equation-of-state (EOS) models underpin numerical simulations at the core of research in high energy density physics, inertial confinement fusion, laboratory astrophysics, and else…
Development of a Bayesian method for the analysis of inertial confinement fusion experiments on the NIF
Jim A Gaffney, Dan Clark, Vijay Sonnad +1
The complex nature of inertial confinement fusion (ICF) experiments results in a very large number of experimental parameters that are only known with limited reliability. These pa…