Yang Shao-Horn

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

High Throughput

Unsupervised Learning

Structural Patterns

Top Venues

Publications

Landon Schofield, Benjamin Paren, Ruaridh Macdonald, Yang Shao-Horn, Dharik S. Mallapragada
Dynamic Optimization of Proton Exchange Membrane Water Electrolyzers Considering Usage-Based Degradation. CoRR (2024)
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)