James Chapman

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 3

Top Topics

Diffusion Models

Relative Position

Graph Structure

Top Venues

Publications

Hyuna Kwon, Tim Hsu, Wenyu Sun, Wonseok Jeong, Fikret Aydin, James Chapman, Xiao Chen, Matthew R. Carbone, Deyu Lu, Fei Zhou, Tuan Anh Pham
Spectroscopy-Guided Discovery of Three-Dimensional Structures of Disordered Materials with Diffusion Models. CoRR (2023)
Tim Hsu, Babak Sadigh, Nicolas Bertin, Cheol Woo Park, James Chapman, Vasily V. Bulatov, Fei Zhou
Score-based denoising for atomic structure identification. CoRR (2022)
Tim Hsu, Nathan Keilbart, Stephen Weitzner, James Chapman, Penghao Xiao, Tuan Anh Pham, S. Roger Qiu, Xiao Chen, Brandon C. Wood
Efficient, Interpretable Atomistic Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy Prediction. CoRR (2021)