Thursday, October 10, 2024
9:30AM - 9:54AM
|
|
TO07.00001: Artificial Intelligence-assisted control of Alfvén Eigenmodes improves plasma stability in the DIII-D tokamak
Alvin V Garcia, Azarakhsh Jalalvand, Andy Rothstein, Michael A Van Zeeland, Xiaodi Du, Deyong Liu, William Walter Heidbrink, Egemen Kolemen
|
Thursday, October 10, 2024
9:54AM - 10:06AM
|
|
TO07.00002: Combining physics-based simulations and experimental data from multiple machines to predict and control tokamak profile evolution
Joseph A Abbate, Egemen Kolemen, Emiliano Fable, Giovanni Tardini, Hiro Farre
|
Thursday, October 10, 2024
10:06AM - 10:18AM
|
|
TO07.00003: Machine Learning model for real-time SPARC vertical stability observers
Arunav Kumar, Cesar F Clauser, Theodore Golfinopoulos, Francesco Carpanese, A. O Nelson, Darren T Garnier, Josiah T Wai, Dan Boyer, Alex R Saperstein, Robert S Granetz, Devon J Battaglia, Cristina Rea
|
Thursday, October 10, 2024
10:18AM - 10:30AM
|
|
TO07.00004: Results and Lessons Learned from the "Accelerating Radio Frequency Modeling Using Machine Learning" Project
John Christopher Wright, Gregory Marriner Wallace, G. Pyeon, E. W. Bethel, Vianna Cramer, Talita Perciano, E. Arias, R. Sadre, Syun'ichi Shiraiwa, Nicola Bertelli, Alvaro Sanchez-Villar, Alexander del Rio, Lothar Narins, Chris Pestano, Satvik Verma
|
Thursday, October 10, 2024
10:30AM - 10:42AM
|
|
TO07.00005: Simulation-Based Inference of High Field Side Scrape-Off Layer Filament Characteristics using Profile Reflectometry
Evan Leppink, Stephen J Wukitch
|
Thursday, October 10, 2024
10:42AM - 10:54AM
|
|
TO07.00006: Physics Informed, Automated and Highly Parallel Bayesian Optimization of Direct-Drive Implosions
Varchas Gopalaswamy, Riccardo Betti, Aarne Lees, Cliff A Thomas, Timothy J Collins, Kenneth S Anderson
|
Thursday, October 10, 2024
10:54AM - 11:06AM
|
|
TO07.00007: Optimizing Cylindrical Targets for Neutron Yield Using Multi-Fidelity Modeling Techniques
William Gammel, Joshua Paul Sauppe, Kevin K Lin
|
Thursday, October 10, 2024
11:06AM - 11:18AM
|
|
TO07.00008: Exploring robust, high yield ICF designs using Bayesian optimization
Shailaja Humane, Eugene Kur, Kelli D Humbird, Carolyn C Kuranz
|
Thursday, October 10, 2024
11:18AM - 11:30AM
|
|
TO07.00009: Optimizing the Performance of Direct-Drive Implosion Experiments Using Meta-Bayesian Optimization
Rahman Ejaz, Varchas Gopalaswamy, Ricardo Luna, Vineet Gundecha, Aarne Lees, Riccardo Betti, Sahand Ghorbanpour, Soumyendu Sarkar, Christopher Kanan
|
Thursday, October 10, 2024
11:30AM - 11:42AM
|
|
TO07.00010: Experimental Demonstration of 3D Hot-spot Shape Symmetry Control in Laser Direct-Drive Inertial Confinement Fusion Implosions
Ka Ming Woo, Kristen Churnetski, Riccardo Betti, Christian Stoeckl, Cliff A Thomas, Timothy J Collins, Luke A Ceurvorst, Siddharth Sampat, Varchas Gopalaswamy, Aarne Lees, Steven T Ivancic, Michael Michalko, James P Knauer, Duc M Cao, Kenneth S Anderson, Alexander Shvydky, Rahul C Shah, Peter V Heuer, Sean P Regan, Michael J Rosenberg
|
Thursday, October 10, 2024
11:42AM - 11:54AM
|
|
TO07.00011: AI-assisted prediction of laser-plasma instabilities for inertial confinement fusion
Chuang Ren, Tong Geng, Michael C Huang, Dongfang Liu
|
Thursday, October 10, 2024
11:54AM - 12:06PM
|
|
TO07.00012: Predictive Machine Learning Model of Stimulated Brillouin Backscatter at the National Ignition Facility
Eugene Kur, Colin Bruulsema, Thomas D Chapman, Nuno Lemos, Pierre A Michel, David Jerome Strozzi
|
Thursday, October 10, 2024
12:06PM - 12:18PM
|
|
TO07.00013: Comparison of Mo versus W for Double Shell Target Capsules using Machine Learning Optimization
Nomita Vazirani, Ryan F Sacks, Brian Michael Haines, Michael J Grosskopf, David Stark, Paul A Bradley, Eric N Loomis, Elizabeth Catherine Merritt, Harry Francis Robey
|
