Tuesday, March 5, 2024
11:30AM - 12:06PM
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G18.00001: Representation learning for data-driven analysis of soft matter simulations
Invited Speaker:
Wesley F Reinhart
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Tuesday, March 5, 2024
12:06PM - 12:42PM
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G18.00002: Exploiting invariant manifolds for optimal control in active hydrodynamic systems
Invited Speaker:
Piyush Grover
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Tuesday, March 5, 2024
12:42PM - 12:54PM
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G18.00003: Leveraging multi-task model for improving mechanical property predictions of high entropy alloys (HEAs)
Arindam Debnath, Wesley F Reinhart
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Tuesday, March 5, 2024
12:54PM - 1:06PM
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G18.00004: INTERSECT: The Interconnected Science Ecosystem
Robert G Moore
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Tuesday, March 5, 2024
1:06PM - 1:18PM
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G18.00005: Performance-Portable Implementation of SISSO++ and its Application in Materials’ Mobility Prediction
Yi Yao, Sebastian Eibl, Markus Rampp, Luca M Ghiringhelli, Thomas A Purcell, Matthias Scheffler
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Tuesday, March 5, 2024
1:18PM - 1:30PM
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G18.00006: Bridge the gap between industrial data and Large Language Model (LLM) by mimicking the brain hemispheres function and thought process of an industrial data scientist
Jian Yang, Michael Dessauer, Gregory Parkison, Constantyn Chalitsios
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Tuesday, March 5, 2024
1:30PM - 1:42PM
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G18.00007: Understanding attention in the mean-field
Aditya Cowsik, Surya Ganguli, Tamra Nebabu, Xiao-Liang Qi
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Tuesday, March 5, 2024
1:42PM - 1:54PM
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G18.00008: Implementation of an Optimally Windowed Chirp method for Industrial Rheological Measurements
Alessandro Perego, Damien Vadillo, Alex Bourque, Matthew J Mills, Grace Kemer, Aaron Hedegaard, Mitch Rock, Ross Behling
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Tuesday, March 5, 2024
1:54PM - 2:06PM
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G18.00009: Crystal Hypergraph Convolutional Networks
Alexander J Heilman, Weiyi Gong, Qimin Yan
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Tuesday, March 5, 2024
2:06PM - 2:18PM
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G18.00010: Physics-Informed Machine Learning for Addressing Challenges in Static and Time-Dependent Density Functional Theory
Karan Shah, Attila Cangi
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Tuesday, March 5, 2024
2:18PM - 2:30PM
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G18.00011: Equivariant symmetry breaking
YuQing Xie, Tess E Smidt
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