Unsupervised machine learning for unbiased chemical classification in X-ray absorption spectroscopy and X-ray emission spectroscopy S Tetef, N Govind, GT Seidler Physical Chemistry Chemical Physics 23 (41), 23586-23601, 2021 | 26 | 2021 |
Informed chemical classification of organophosphorus compounds via unsupervised machine learning of X-ray absorption spectroscopy and X-ray emission spectroscopy S Tetef, V Kashyap, WM Holden, A Velian, N Govind, GT Seidler The Journal of Physical Chemistry A 126 (29), 4862-4872, 2022 | 9 | 2022 |
X-ray absorption spectroscopy of trivalent Eu, Gd, Tb, and Dy chlorides and oxychlorides D Boglaienko, A Andersen, SM Heald, T Varga, DR Mortensen, S Tetef, ... Journal of Alloys and Compounds 897, 162629, 2022 | 6 | 2022 |
Manifold projection image segmentation for nano-XANES imaging S Tetef, A Pattammattel, YS Chu, MKY Chan, GT Seidler APL Machine Learning 1 (4), 2023 | 2 | 2023 |
Accelerating nano-XANES imaging via feature selection S Tetef, A Pattammattel, YS Chu, MKY Chan, GT Seidler Digital Discovery 3 (1), 201-209, 2024 | | 2024 |
Information Content and Analysis of X-ray Absorption Spectroscopy and X-ray Emission Spectroscopy Using Machine Learning S Tetef University of Washington, 2023 | | 2023 |