Monday, March 4, 2024
8:00AM - 8:36AM
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A18.00001: Predicting aggregate morphology of sequence-defined macromolecules with recurrent neural networks
Invited Speaker:
Antonia Statt
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Monday, March 4, 2024
8:36AM - 8:48AM
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A18.00002: Active Learning for Discovering Complex Phase Diagrams with Gaussian Processes
Chunjing Jia, Max Zhu, Jian Yao, Marcus Mynatt, Hubert Pugzlys, Shuyi Li, Sergio Bacallado, Qingyuan Zhao
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Monday, March 4, 2024
8:48AM - 9:00AM
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A18.00003: Data-driven studies of two-dimensional materials and their nonlinear optical properties
Kai Wagoner-Oshima, Romakanta Bhattarai, Trevor David Rhone
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Monday, March 4, 2024
9:00AM - 9:36AM
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A18.00004: Using Data to Enhance Mechanistic Modeling of Microstructure Evolution in Silicon
Invited Speaker:
Talid Sinno
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Monday, March 4, 2024
9:36AM - 9:48AM
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A18.00005: Data-Driven Models for Predicting Stability of Electrocatalysts in Aqueous Environments
Seda Oturak, Ismaila Dabo
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Monday, March 4, 2024
9:48AM - 10:00AM
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A18.00006: ChemChat | Conversational Expert Assistant in Material Science and Data Visualization
Tim Erdmann, Sarathkrishna Swaminathan, Stefan Zecevic, Brandi Ransom, Nathan Park
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Monday, March 4, 2024
10:00AM - 10:12AM
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A18.00007: Towards a Multi-Objective Optimization of Subgroups for the Discovery of Materials with Exceptional Performance
Lucas Foppa, Matthias Scheffler
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Monday, March 4, 2024
10:12AM - 10:24AM
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A18.00008: Equivarient Electron Density Predictions Accelerate Density Functional Theory Calculations
Thomas Koker, Keegan Quigley, Eric Taw, Lin Li
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Monday, March 4, 2024
10:24AM - 10:36AM
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A18.00009: Generative neural networks for synthetic PBX microstructures with varying levels of damage to evaluate shock sensitivity through meso-scale simulations
Irene Fang
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Monday, March 4, 2024
10:36AM - 10:48AM
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A18.00010: Recent Advancements in SISSO as Applied to Thermal Conductivity
Thomas A Purcell, Matthias Scheffler
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Monday, March 4, 2024
10:48AM - 11:00AM
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A18.00011: Closed-Loop Control of Non-Newtonian Fluid Flow Using Machine Learning
Xin Zhang, Huilu Bao, Xiaoyu Zhang, Xiao Fan, Jinglei Ping
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