Bulletin of the American Physical Society
APS March Meeting 2019
Volume 64, Number 2
Monday–Friday, March 4–8, 2019; Boston, Massachusetts
Session Index
Session A51: Big Data, Polymers, and Soft Matter: New Developments in Machine Learning, Data Mining and High-Throughput StudiesInvited Session
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Show Abstracts |
Sponsoring Units: DPOLY Chair: Debra Audus, National Institute of Standards and Technology Room: BCEC 253A |
Monday, March 4, 2019 8:00AM - 8:36AM |
A51.00001: Machined-learned softness as a structural order parameter for understanding glassy systems Invited Speaker: Andrea Liu | |
Monday, March 4, 2019 8:36AM - 9:12AM |
A51.00002: Accelerated Discovery in Polymer Materials Domain: Knowledge Extraction and Representation Invited Speaker: Dmitry Zubarev | |
Monday, March 4, 2019 9:12AM - 9:48AM |
A51.00003: Exploring Free Energy Landscapes with Neural Networks Invited Speaker: Jonathan Whitmer | |
Monday, March 4, 2019 9:48AM - 10:24AM |
A51.00004: Text and Data Mining for Material Synthesis Invited Speaker: Elsa Olivetti | |
Monday, March 4, 2019 10:24AM - 11:00AM |
A51.00005: Data-driven learning of collective variables to understand and accelerate biomolecular folding Invited Speaker: Andrew L Ferguson |
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