2 papers
physics.comp-ph2025
Robust Machine Learning Inference from X-ray Absorption Near Edge Spectra through Featurization
Yiming Chen, Chi Chen, Inhui Hwang +9
X-ray absorption spectroscopy (XAS) is a commonly-employed technique for characterizing functional materials. In particular, x-ray absorption near edge spectra (XANES) encodes loca…
cond-mat.mtrl-sci2025
Revealing Local Structures through Machine-Learning- Fused Multimodal Spectroscopy
Haili Jia, Yiming Chen, Gi-Hyeok Lee +4
Atomistic structures of materials offer valuable insights into their functionality. Determining these structures remains a fundamental challenge in materials science, especially fo…