Monday, October 21, 2019
9:30AM - 9:42AM
|
|
BO5.00001: Subgrid Model of Laser Propagation and Heating in a Foam
Mikhail Belyaev, Richard Berger, Steven Langer, Ogden Jones
Preview Abstract |
Monday, October 21, 2019
9:42AM - 9:54AM
|
|
BO5.00002: Benchmark Hohlraum Simulations Enabled by NLTE Kinetics on GPUs
Mehul V. Patel, Hai P. Le, Howard A. Scott, Jay D. Salmonson, Joseph M. Koning, Christopher V. Young, Steven H. Langer
Preview Abstract |
Monday, October 21, 2019
9:54AM - 10:06AM
|
|
BO5.00003: PIC Simulations of Laser-Irradiated Foam Filaments: Plasma Heating, Interpenetration, and Stagnation
B. J. Winjum, S. Langer, M. Belyaev, S. Wilks, J. Milovich, O. Jones
Preview Abstract |
Monday, October 21, 2019
10:06AM - 10:18AM
|
|
BO5.00004: Non-equilibrium electron distributions driven by inverse Bremsstrahlung heating and ionization: Langdon effect revisited
Hai Le, Mark Sherlock, Howard Scott, Avram Milder, Dustin Froula
Preview Abstract |
Monday, October 21, 2019
10:18AM - 10:30AM
|
|
BO5.00005: Finding Correlations in Inertial Confinement Fusion Experimental Data Using Machine Learning
Andrew Maris, Shahab Khan
Preview Abstract |
Monday, October 21, 2019
10:30AM - 10:42AM
|
|
BO5.00006: Analysis of NIF scaling using physics informed machine learning
Abigail Hsu, Baolian Cheng, Paul Bradley
Preview Abstract |
Monday, October 21, 2019
10:42AM - 10:54AM
|
|
BO5.00007: Analysis and Extrapolation of Highest{\-}Performing OMEGA DT Layered Implosions to National Ignition Facility Energy
Dhrumir Patel, Riccrado Betti, Ka MIng Woo, Varchas Gopalaswamy, Arijit Bose
Preview Abstract |
Monday, October 21, 2019
10:54AM - 11:06AM
|
|
BO5.00008: Area-Based Image Metrics Elucidate Differences Between Radiation-Hydrodynamics Simulations and NIF Experimental X-ray Images
Michael Kruse, John Field, James Gaffney, Ryan Nora, Kelli Humbird, Robin Benedetti, Nobuhiko Izumi, Shahab Khan, Tammy Ma, Luc Peterson, Brian Spears
Preview Abstract |
Monday, October 21, 2019
11:06AM - 11:18AM
|
|
BO5.00009: Deep Learning for Non-Local Thermodynamic Equilibrium in hydrocodes for ICF.
Gilles Kluth, Kelli Humbird, Brian Spears, Howard Scott, Mehul Patel, Luc Peterson, Joe Koning, Marty Marinak, Laurent Divol, Chris Young
Preview Abstract |
Monday, October 21, 2019
11:18AM - 11:30AM
|
|
BO5.00010: Data-driven discovery of reduced plasma physics models from high-fidelity simulations
E. Paulo Alves, Frederico Fiuza
Preview Abstract |
Monday, October 21, 2019
11:30AM - 11:42AM
|
|
BO5.00011: Can reinforced learning be used to design ICF experiments?
J. L. Kline, B. T. Wolfe, W. P. Gammel, J. P. Suappe, S. M. Finnegan, G. Maskaly
Preview Abstract |
Monday, October 21, 2019
11:42AM - 11:54AM
|
|
BO5.00012: Building physics into neural networks to improve predictions and reduce uncertainty
Brian Spears, Jim Gaffney, Scott Brandon, Kelli Humbird, Michael Kruse, Bogdan Kustowski, Ryan Nora, Luc Peterson, Rushil Anirudh, Jay Thiagarajan, Timo Bremer
Preview Abstract |
Monday, October 21, 2019
11:54AM - 12:06PM
|
|
BO5.00013: Analytic insights into non-local electron energy transport: Steady state Krook and Fokker Planck theory in spherical geometry
Wallace Manheimer, Denis Colombant
Preview Abstract |
