Monday, November 9, 2020
9:30AM - 9:42AM
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BO05.00001: Up to two billion times acceleration of scientific simulations with deep neural architecture search
Muhammad Kasim, Duncan Watson-Parris, Lucia Deaconu, Sophy Oliver, Peter Hatfield, Dustin Froula, Gianluca Gregori, Matt Jarvis, Samar Khatiwala, Jun Korenaga, Jacob Topp-Mugglestone, Eleonora Viezzer, Sam Vinko
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Monday, November 9, 2020
9:42AM - 9:54AM
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BO05.00002: Tokamak Disruption Predictions Based on Deep Learning Temporal Convolutional Neural Networks
Ge Dong, Kyle Felker, Alexey Svyatkovskiy, William Tang, Julian Kates-Harbeck
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Monday, November 9, 2020
9:54AM - 10:06AM
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BO05.00003: Accelerating Kinetic Simulations of the Tokamak Edge Utilizing Encoder-Decoder Neural Networks to Solve the Nonlinear Fokker-Planck Collision Operator
Michael Churchill, Andres Miller, Alp Dener, Choongseok Chang, Todd Munson, Robert Hager
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Monday, November 9, 2020
10:06AM - 10:30AM
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BO05.00004: Deep Learning Surrogate Model for Kinetic Landau-Fluid Closure with Collision (PhD Oral-24)
Ben Zhu, Libo Wang, Xuegiao Xu, Chenhao Ma, Yian Lei
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Monday, November 9, 2020
10:30AM - 10:42AM
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BO05.00005: Speed-Limited Particle-in-Cell Simulation of Townsend Discharge
Joseph Theis, Gregory Werner, Thomas Jenkins, John Cary
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Monday, November 9, 2020
10:42AM - 10:54AM
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BO05.00006: A Hybrid Particle Method for the Kinetic Treatment of Magnetized Plasma Sheaths using Full Orbit to Guiding Center Conversion
Xin Zhi Tan, Davide Curreli
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Monday, November 9, 2020
10:54AM - 11:06AM
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BO05.00007: Work Towards a Collisional Ionization Model for Particle-in-Cell Codes
Stephen DiIorio, Benjamin Winjum, Joshua May, Frank Tsung, Jennifer Elle, Alexander Thomas
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Monday, November 9, 2020
11:06AM - 11:18AM
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BO05.00008: Reduction of finite-grid heating in particle-in-cell simulation using interpolated symplectic time-integration
Luke Adams, Gregory Werner, John R Cary
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Monday, November 9, 2020
11:18AM - 11:30AM
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BO05.00009: Development of MHD simulation capability for stellarators
C. R. Sovinec, C. M. Guilbault, B. S. Cornille, T. A. Bechtel
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Monday, November 9, 2020
11:30AM - 11:42AM
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BO05.00010: Pushing Particles with Exponential Integrators
Tri Nguyen, Ilon Joseph, Mayya Tokman, John Loffeld
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Monday, November 9, 2020
11:42AM - 11:54AM
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BO05.00011: Ion Modes in Dense Ionized Plasmas through Non-Adiabatic Molecular Dynamics
William Angermeier, Ryan Davis, Rebekah Hermsmeier, Thomas White
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Monday, November 9, 2020
11:54AM - 12:06PM
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BO05.00012: Automatic Level-Grouping of Complexity-Reduced, Radiative Atomic Kinetics.
Richard June Abrantes, David Bilyeu, Robert Martin
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Monday, November 9, 2020
12:06PM - 12:18PM
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BO05.00013: Arc Simulation with a Tightly Coupled Near-Wall Non-Equilibrium Sheath-Layer Model
W. A. Hagen, I. V. Adamovich, J. B. Freund
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