Tuesday, March 16, 2021
8:00AM - 8:12AM
Live
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E03.00001: Topology-Driven Completion of Chemical Data
Dmitry Zubarev, Petar Ristoski
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Tuesday, March 16, 2021
8:12AM - 8:24AM
Live
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E03.00002: Chemically informed fragment choices to improve the property prediction for polymer systems
Amanda Dumi, Daniel S. Lambrecht
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Tuesday, March 16, 2021
8:24AM - 8:36AM
Live
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E03.00003: A Machine Learning Approach to the Design of Polymer Electrolyte Membranes
Kuan-Hsuan Shen, Huan Tran, Chiho Kim, Rampi Ramprasad
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Tuesday, March 16, 2021
8:36AM - 8:48AM
Live
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E03.00004: Identifying Accelerated Ageing Pathways for Cross-Linked Polyethylene Pipes Through Machine Learning
Joseph Damico, Melanie Hiles, Michael Grossutti, Callum Wareham, John Dutcher
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Tuesday, March 16, 2021
8:48AM - 9:00AM
Live
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E03.00005: Dielectric properties of polymer nanocomposite interphases from electrostatic force microscopy using machine learning
Praveen Kumar Gupta, Linda Feist Schadler, Ravishankar Sundararaman
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Tuesday, March 16, 2021
9:00AM - 9:12AM
Live
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E03.00006: Secondary structure of very large RNAs via high-throughput oligonucleotide-binding microarrays
Ofer Kimchi, Rees F Garmann, Timothy Kaiwen Chiang, Megan C Engel, Vinothan N Manoharan, Michael Brenner
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Tuesday, March 16, 2021
9:12AM - 9:24AM
Live
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E03.00007: Reading-out DNA translocation experiments with (un)supervised Machine Learning
Ángel Díaz Carral, Magnus Ostertag, Aleksandra Radenovic, Maria Fyta
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Tuesday, March 16, 2021
9:24AM - 9:36AM
Live
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E03.00008: Understanding sequence-dependent DNA dynamics through self-associative machine learning and temperature-jump spectroscopy
Mike Jones, Andrei Tokmakoff, Andrew Ferguson, Brennan Ashwood
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Tuesday, March 16, 2021
9:36AM - 9:48AM
Live
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E03.00009: Machine-guided template-based polymer retrosynthesis planning
Lihua Chen, Jordan Lightstone, Rampi Ramprasad
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Tuesday, March 16, 2021
9:48AM - 10:00AM
Live
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E03.00010: Active Learning of Coarse Grained Models for Free Energy Surfaces
Blake Duschatko, Jonathan Vandermause, Nicola Molinari, Boris Kozinsky
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Tuesday, March 16, 2021
10:00AM - 10:12AM
Live
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E03.00011: An Autonomous Liquid-Handling Platform for ML-Driven Industrial Formulation Discovery
Peter Beaucage, Tyler Martin
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Tuesday, March 16, 2021
10:12AM - 10:24AM
Live
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E03.00012: Hybrid machine learning/materials science modeling for semi-crystalline polymer during film fabrication process
Jian Yang, Teresa Karjala, Jonathan Mendenhall, Valeriy Ginzburg, Rajen Patel, Fawzi Hamad, Elva Lugo, Pavan Valavala
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