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Real-space visualization of a defect-mediated charge density wave transition.
Hart JL, Pan H, Siddique S, Schnitzer N, Mallayya K, Xu S, Kourkoutis LF, Kim EA, Cha JJ. Hart JL, et al. Among authors: mallayya k. Proc Natl Acad Sci U S A. 2024 Aug 13;121(33):e2402129121. doi: 10.1073/pnas.2402129121. Epub 2024 Aug 6. Proc Natl Acad Sci U S A. 2024. PMID: 39106309
Harnessing interpretable and unsupervised machine learning to address big data from modern X-ray diffraction.
Venderley J, Mallayya K, Matty M, Krogstad M, Ruff J, Pleiss G, Kishore V, Mandrus D, Phelan D, Poudel L, Wilson AG, Weinberger K, Upreti P, Norman M, Rosenkranz S, Osborn R, Kim EA. Venderley J, et al. Among authors: mallayya k. Proc Natl Acad Sci U S A. 2022 Jun 14;119(24):e2109665119. doi: 10.1073/pnas.2109665119. Epub 2022 Jun 9. Proc Natl Acad Sci U S A. 2022. PMID: 35679347 Free PMC article.