60th Annual Meeting of the APS Division of Plasma Physics
Volume 63, Number 11
Monday–Friday, November 5–9, 2018;
Portland, Oregon
Session Index
Session GM10: Mini-Conference on Machine Learning, Data Science, and Artificial Intelligence in Plasma Research III
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Chair: Zhehui (Jeph) Wang, Los Alamos National Laboratory
Room: OCC C124
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Tuesday, November 6, 2018
9:30AM - 9:55AM
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GM10.00001: Temporal-spatial sparse coding for X-ray image analysis and interpretation
Oleksandr Iaroshenko, Garrett Kenyon, Zhehui Wang
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Tuesday, November 6, 2018
9:55AM - 10:15AM
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GM10.00002: Machine learning for direct spectral measurement inversion
Mark Cianciosa, Kody Law, Elijah Henry Martin, Abdullah Zafar, David L Green
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Tuesday, November 6, 2018
10:15AM - 10:40AM
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GM10.00003: Parameter inference and model calibration with deep jointly-informed neural networks
Kelli D Humbird, Jayson Luc Peterson, Ryan McClarren, Jay David Salmonson, Joseph M Koning
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Tuesday, November 6, 2018
10:40AM - 11:00AM
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GM10.00004: VITALS: Surrogate Models and Genetic Algorithms to Accelerate Transport Model Validation
Pablo Rodriguez-Fernandez, Anne E White, Alexander J Creely, Martin J Greenwald, Nathan T Howard, Francesco Sciortino, John C Wright, Clemente Angioni, Jonathan Citrin, Emiliano Fable, Simon J Freethy, Gary M Staebler
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Tuesday, November 6, 2018
11:00AM - 11:20AM
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GM10.00005: Application of genetic algorithms to multi-objective data analysis in plasma x-ray spectroscopy
Roberto C Mancini
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Tuesday, November 6, 2018
11:20AM - 12:20PM
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GM10.00006: PANEL DISCUSSION
Michael Dikovsky, Robert Granetz, Alessandro Pau, Brian Sammuli, David Smith, Brian Spears
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