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Yang Shao-Horn
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 5
Top Topics
Simulation Data
Unsupervised Learning
High Throughput
Structural Patterns
Top Venues
CoRR
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Publications
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Anna Cybulsky
,
Florian Allroggen
,
Yang Shao-Horn
,
Dharik S. Mallapragada
Decarbonization of aviation via hydrogen propulsion: technology performance targets and energy system impacts.
CoRR
(2023)
Sheng Gong
,
Shuo Wang
,
Taishan Zhu
,
Yang Shao-Horn
,
Jeffrey C. Grossman
Multimodal machine learning for materials science: composition-structure bimodal learning for experimentally measured properties.
CoRR
(2023)
Tian Xie
,
Ha-Kyung Kwon
,
Daniel Schweigert
,
Sheng Gong
,
Arthur France-Lanord
,
Arash Khajeh
,
Emily Crabb
,
Michael Puzon
,
Chris Fajardo
,
Will Powelson
,
Yang Shao-Horn
,
Jeffrey C. Grossman
A cloud platform for automating and sharing analysis of raw simulation data from high throughput polymer molecular dynamics simulations.
CoRR
(2022)
Tian Xie
,
Arthur France-Lanord
,
Yanming Wang
,
Jeffrey Lopez
,
Michael Austin Stolberg
,
Megan Hill
,
Graham Michael Leverick
,
Rafael Gómez-Bombarelli
,
Jeremiah A. Johnson
,
Yang Shao-Horn
,
Jeffrey C. Grossman
Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations.
CoRR
(2021)
Tian Xie
,
Arthur France-Lanord
,
Yanming Wang
,
Yang Shao-Horn
,
Jeffrey C. Grossman
Graph Dynamical Networks: Unsupervised Learning of Atomic Scale Dynamics in Materials.
CoRR
(2019)