114 citations · 427 across the 17 of their papers we have counts for
8 papers · 1 filter
2022 Review of Data-Driven Plasma Science
Rushil Anirudh, Rick Archibald, M. Salman Asif +60
Data science and technology offer transformative tools and methods to science. This review article highlights latest development and progress in the interdisciplinary field of data…
The data-driven future of high energy density physics
Peter W. Hatfield, Jim A. Gaffney, Gemma J. Anderson +20
The study of plasma physics under conditions of extreme temperatures, densities and electromagnetic field strengths is significant for our understanding of astrophysics, nuclear fu…
Experiments conducted in the burning plasma regime with inertial fusion implosions
J. S. Ross, J. E. Ralph, A. B. Zylstra +149
An experimental program is currently underway at the National Ignition Facility (NIF) to compress deuterium and tritium (DT) fuel to densities and temperatures sufficient to achiev…
Benchmarking boron carbide equation of state using computation and experiment
Shuai Zhang, Michelle C. Marshall, Lin H. Yang +13
Boron carbide (BC) is of both fundamental scientific and practical interest in inertial confinement fusion (ICF) and high energy density physics experiments. We report the resu…
Theoretical and experimental investigation of the equation of state of boron plasmas
Shuai Zhang, Burkhard Militzer, Michelle C. Gregor +11
We report a theoretical equation of state (EOS) table for boron across a wide range of temperatures (5.110-5.210 K) and densities (0.25-49 g/cm), and ex…
Observation and control of shock waves in individual nanoplasmas
Daniel D. Hickstein, Franklin Dollar, Jim A. Gaffney +11
In a novel experiment that images the momentum distribution of individual, isolated 100-nm-scale plasmas, we make the first experimental observation of shock waves in nanoplasmas.…
Bayesian inference of inaccuracies in radiation transport physics from inertial confinement fusion experiments
Jim A Gaffney, Dan Clark, Vijay Sonnad +1
First principles microphysics models are essential to the design and analysis of high energy density physics experiments. Using experimental data to investigate the underlying phys…
Bayesian Analysis of Inertial Confinement Fusion Experiments at the National Ignition Facility
J. A. Gaffney, D. Clark, V. Sonnad +1
We develop a Bayesian inference method that allows the efficient determination of several interesting parameters from complicated high-energy-density experiments performed on the N…