22 citations · 24 across the 3 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2023★ 1 cited
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models
Hyuna Kwon, Tim Hsu, Wenyu Sun +8
The ability to rapidly develop materials with desired properties has a transformative impact on a broad range of emerging technologies. In this work, we introduce a new framework b…
cond-mat.mtrl-sci2022★ 1 cited
Hydrogen in Disordered Titania: Connecting Local Chemistry, Structure, and Stoichiometry through Accelerated Exploration
James Chapman, Kyoung E. Kweon, Yakun Zhu +8
Hydrogen incorporation in native surface oxides of metal alloys often controls the onset of metal hydriding, with implications for materials corrosion and hydrogen storage. A key r…
cond-mat.dis-nn2022★ 22 cited
Quantifying Disorder One Atom at a Time Using an Interpretable Graph Neural Network Paradigm
James Chapman, Tim Hsu, Xiao Chen +2
Quantifying the level of atomic disorder within materials is critical to understanding how evolving local structural environments dictate performance and durability. Here, we lever…