Thursday, March 9, 2023
8:00AM - 8:12AM
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S53.00001: Towards learning a Lattice Boltzmann collisional operator
Alessandro Gabbana, Alessandro Corbetta, Vitaliy Gyrya, Daniel Livescu, Joost Prins, Federico Toschi
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Thursday, March 9, 2023
8:12AM - 8:24AM
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S53.00002: Learning closure models with neural operator-embedded differentiable CFD
Varun Shankar, Venkat Viswanathan
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Thursday, March 9, 2023
8:24AM - 8:36AM
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S53.00003: A data-free partial differential equation (PDE) solver in the framework of physics-informed neural networks (PINN)
Xiaoyu Tang, Boqian Yan
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Thursday, March 9, 2023
8:36AM - 8:48AM
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S53.00004: Defending smart electrical power grids against cyberattacks with deep Q-learning
Mohammadamin Moradi, Ying-Cheng Lai, Yang Weng
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Thursday, March 9, 2023
8:48AM - 9:00AM
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S53.00005: Using transfer learning to generate samples for large systems of the spin-fermion Hamiltonian
Georgios Stratis, Pau Closas, Adrian E Feiguin
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Thursday, March 9, 2023
9:00AM - 9:12AM
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S53.00006: Learning Coronal Nonlinear Force-Free Magnetic Fields through Differentiable Rendering
Phillip Lo, Eric Jonas
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Thursday, March 9, 2023
9:12AM - 9:24AM
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S53.00007: Multiscale Perturbed Gradient Descent: Chaotic Regularization and Heavy-Tailed Limits
Soon Hoe Lim
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Thursday, March 9, 2023
9:24AM - 9:36AM
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S53.00008: Data-driven discovery and interpolation of Green's functions
Harshwardhan Praveen, Nicolas Boulle, Christopher J Earls
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Thursday, March 9, 2023
9:36AM - 9:48AM
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S53.00009: Toward automated design of optimized high energy density material science experiments on the Z Machine
Andrew J Porwitzky, Justin L Brown, William E Lewis
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Thursday, March 9, 2023
9:48AM - 10:00AM
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S53.00010: Using deep-learning to uncover physics of magnetic (charged particle) confinement in Magnetized Liner Inertial Fusion
William E Lewis, Owen M Mannion, Christopher A Jennings, Daniel E Ruiz, Patrick F Knapp, Matthew R Gomez, Adam J Harvey-Thompson, Stephen A Slutz, Kristian Beckwith, Kristian Beckwith
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Thursday, March 9, 2023
10:00AM - 10:12AM
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S53.00011: MADEM: Energy-efficient training of Deep neural networks using Memristor arrays
Suin Yi, Suhas Kumar
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Thursday, March 9, 2023
10:12AM - 10:24AM
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S53.00012: Automatic detection of fake tweets about Covid-19 Vaccine in Portuguese
Rafael Geurgas Zavarizz, Leandro R Tessler
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Thursday, March 9, 2023
10:24AM - 10:36AM
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S53.00013: Transferable Coarse Grained Free Energy Models Enabled by Active Learning
Blake R Duschatko, Jonathan P Vandermause, Nicola Molinari, Boris Kozinsky
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