Thursday, March 7, 2024
8:00AM - 8:36AM
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S18.00001: Combining data, physics and machine learning for accelerating materials computations
Invited Speaker:
Boris Kozinsky
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Thursday, March 7, 2024
8:36AM - 8:48AM
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S18.00002: Performing Hartree-Fock many-body physics calculations with large language models
Eun-Ah Kim, Haining Pan, Nayantara Mudur, William Taranto, Subhashini Venugopalan, Yasaman Bahri, Michael P Brenner
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Thursday, March 7, 2024
8:48AM - 9:00AM
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S18.00003: Towards Open Science in Materials Synthesis and Characterization: Experiences from the 2DCC
Anthony R Richardella, Konrad Hilse, Kevin Dressler, Wesley F Reinhart, Joan M Redwing, Nitin Samarth, Vincent H Crespi
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Thursday, March 7, 2024
9:00AM - 9:12AM
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S18.00004: Complex Langevin and machine learning approaches to the non-linear sigma model with a topological term
Casey Berger, Adelaide Esseln
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Thursday, March 7, 2024
9:12AM - 9:24AM
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S18.00005: Machine learning of quantum walk with classical randomness
Christopher Mastandrea, Chih-Chun Chien
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Thursday, March 7, 2024
9:24AM - 9:36AM
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S18.00006: Machine Learning Discovery of a New Descriptor for Topological Semimetal
YANJUN LIU, Krishnanand M Mallayya, Milena Jovanovic, Wesley J Maddox, Andrew G Wilson, Sebastian Klemenz, Leslie M Schoop, Eun-Ah Kim
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Thursday, March 7, 2024
9:36AM - 9:48AM
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S18.00007: Variational formulation of physics-informed neural networks
Chinmay Katke, C. Nadir Kaplan
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Thursday, March 7, 2024
9:48AM - 10:00AM
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S18.00008: A data-driven framework for non-stationary complex systems: Blending generalized Langevin and neural ordinary-differential equations.
Antonio Malpica-Morales, Serafim Kalliadasis, Miguel A Duran-Olivencia
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Thursday, March 7, 2024
10:00AM - 10:36AM
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S18.00009: Machine Learning for Adsorption Processes
Invited Speaker:
J. Ilja Siepmann
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Thursday, March 7, 2024
10:36AM - 10:48AM
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S18.00010: Optimization of physical quantities in the autoencoder latent space
Seong Min Park, Changyeon Won, Han Gyu Yoon, Doo Bong Lee, Jun Woo Choi, Hee Young Kwon
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Thursday, March 7, 2024
10:48AM - 11:00AM
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S18.00011: Crystal structure generative modeling based on diffusion probabilistic models and variational autoencoder
Teerachote Pakornchote, Natthaphon Choomphon-anomakhun, Sorrjit Arrerut, Chayanon Atthapak, Sakarn Khamkaeo, Thiparat Chotibut, Thiti Bovornratanaraks
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