skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Constraining physical models at gigabar pressures

Authors:
ORCiD logo [1];  [1]; ORCiD logo [1];  [2]; ORCiD logo [3];  [1];  [1];  [1];  [3];  [1];  [2];  [1];  [1]
  1. Univ. of Rochester, NY (United States)
  2. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
  3. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
Publication Date:
Research Org.:
Univ. of Rochester, NY (United States). Lab. for Laser Energetics; Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA); USDOE Office of Science (SC), Fusion Energy Sciences (FES)
Contributing Org.:
Laboratory for Laser Energetics, University of Rochester
OSTI Identifier:
1725783
Alternate Identifier(s):
OSTI ID: 1810652
Report Number(s):
2020-41; 1600; 2555; LLNL-JRNL-812605
Journal ID: ISSN 2470-0045; 2020-41, 1600, 2555
Grant/Contract Number:  
NA0003856; SC0019269; AC52-07NA27344
Resource Type:
Accepted Manuscript
Journal Name:
Physical Review E
Additional Journal Information:
Journal Volume: 102; Journal Issue: 5; Journal ID: ISSN 2470-0045
Publisher:
American Physical Society (APS)
Country of Publication:
United States
Language:
English
Subject:
70 PLASMA PHYSICS AND FUSION TECHNOLOGY; High-energy-density plasmas; Shock waves; Inertially confined plasmas; Laboratory studies of space & astrophysical plasmas; Monte Carlo methods; X-ray imaging; Physics

Citation Formats

Ruby, J. J., Rygg, J. R., Chin, D. A., Gaffney, J. A., Adrian, P. J., Bishel, D., Forrest, C. J., Glebov, V. Yu., Kabadi, N. V., Nilson, P. M., Ping, Y., Stoeckl, C., and Collins, G. W.. Constraining physical models at gigabar pressures. United States: N. p., 2020. Web. https://doi.org/10.1103/physreve.102.053210.
Ruby, J. J., Rygg, J. R., Chin, D. A., Gaffney, J. A., Adrian, P. J., Bishel, D., Forrest, C. J., Glebov, V. Yu., Kabadi, N. V., Nilson, P. M., Ping, Y., Stoeckl, C., & Collins, G. W.. Constraining physical models at gigabar pressures. United States. https://doi.org/10.1103/physreve.102.053210
Ruby, J. J., Rygg, J. R., Chin, D. A., Gaffney, J. A., Adrian, P. J., Bishel, D., Forrest, C. J., Glebov, V. Yu., Kabadi, N. V., Nilson, P. M., Ping, Y., Stoeckl, C., and Collins, G. W.. Wed . "Constraining physical models at gigabar pressures". United States. https://doi.org/10.1103/physreve.102.053210. https://www.osti.gov/servlets/purl/1725783.
@article{osti_1725783,
title = {Constraining physical models at gigabar pressures},
author = {Ruby, J. J. and Rygg, J. R. and Chin, D. A. and Gaffney, J. A. and Adrian, P. J. and Bishel, D. and Forrest, C. J. and Glebov, V. Yu. and Kabadi, N. V. and Nilson, P. M. and Ping, Y. and Stoeckl, C. and Collins, G. W.},
abstractNote = {},
doi = {10.1103/physreve.102.053210},
journal = {Physical Review E},
number = 5,
volume = 102,
place = {United States},
year = {2020},
month = {11}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Save / Share:

Works referenced in this record:

A Mathematical Theory of Communication
journal, July 1948


A Mathematical Theory of Communication
journal, October 1948


Bayesian inference in physics
journal, September 2011


Convergent ablator performance measurements
journal, October 2010

  • Hicks, D. G.; Spears, B. K.; Braun, D. G.
  • Physics of Plasmas, Vol. 17, Issue 10
  • DOI: 10.1063/1.3486536

Integrated diagnostic analysis of inertial confinement fusion capsule performance
journal, May 2013

  • Cerjan, Charles; Springer, Paul T.; Sepke, Scott M.
  • Physics of Plasmas, Vol. 20, Issue 5
  • DOI: 10.1063/1.4802196

Development of a Bayesian method for the analysis of inertial confinement fusion experiments on the NIF
journal, June 2013


$$\mathrm{ND}^2\mathrm{AV}$$ ND 2 AV : N-dimensional data analysis and visualization analysis for the National Ignition Campaign
journal, February 2015

  • Bremer, Peer-Timo; Maljovec, Dan; Saha, Avishek
  • Computing and Visualization in Science, Vol. 17, Issue 1
  • DOI: 10.1007/s00791-015-0241-3

Inverse problem instabilities in large-scale modeling of matter in extreme conditions
journal, November 2019

  • Kasim, M. F.; Galligan, T. P.; Topp-Mugglestone, J.
  • Physics of Plasmas, Vol. 26, Issue 11
  • DOI: 10.1063/1.5125979

Bayesian inference in physics: case studies
journal, August 2003


Initial performance results of the OMEGA laser system
journal, January 1997


Phase conversion of lasers with low-loss distributed phase plates
conference, May 1993

  • Kessler, Terrance J.; Lin, Ying; Armstrong, J. Joseph
  • OE/LASE'93: Optics, Electro-Optics, & Laser Applications in Science& Engineering, SPIE Proceedings
  • DOI: 10.1117/12.154474

High speed proximity focused X-ray cameras
journal, March 1991


Inference, Method, and Decision: Towards a Bayesian Philosophy of Science.
journal, September 1979

  • Jaynes, Edwin T.; Rosenkrantz, Roger D.
  • Journal of the American Statistical Association, Vol. 74, Issue 367
  • DOI: 10.2307/2287026

Bayes Factors
journal, June 1995


Bayesian measures of model complexity and fit
journal, October 2002

  • Spiegelhalter, David J.; Best, Nicola G.; Carlin, Bradley P.
  • Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 64, Issue 4
  • DOI: 10.1111/1467-9868.00353

Transfer Learning to Model Inertial Confinement Fusion Experiments
journal, January 2020

  • Humbird, K. D.; Peterson, J. L.; Spears, B. K.
  • IEEE Transactions on Plasma Science, Vol. 48, Issue 1
  • DOI: 10.1109/TPS.2019.2955098

Transfer Learning as a Tool for Reducing Simulation Bias: Application to Inertial Confinement Fusion
journal, January 2020

  • Kustowski, Bogdan; Gaffney, Jim A.; Spears, Brian K.
  • IEEE Transactions on Plasma Science, Vol. 48, Issue 1
  • DOI: 10.1109/TPS.2019.2948339

Why isn’t every physicist a Bayesian?
journal, May 1995

  • Cousins, Robert D.
  • American Journal of Physics, Vol. 63, Issue 5
  • DOI: 10.1119/1.17901

Effect of laser illumination nonuniformity on the analysis of time-resolved x-ray measurements in uv spherical transport experiments
journal, October 1987


Probabilistic programming in Python using PyMC3
journal, January 2016

  • Salvatier, John; Wiecki, Thomas V.; Fonnesbeck, Christopher
  • PeerJ Computer Science, Vol. 2
  • DOI: 10.7717/peerj-cs.55

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
journal, August 2016


Understanding predictive information criteria for Bayesian models
journal, August 2013


Making inertial confinement fusion models more predictive
journal, August 2019

  • Gaffney, Jim A.; Brandon, Scott T.; Humbird, Kelli D.
  • Physics of Plasmas, Vol. 26, Issue 8
  • DOI: 10.1063/1.5108667

Energy Flow in Thin Shell Implosions and Explosions
journal, November 2020