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Stephen R. Xie - Publications

Affiliations: 
University of Florida, Gainesville, Gainesville, FL, United States 
Area:
machine learning, density functional theory
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6 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Ravichandran A, Honrao S, Xie S, Fonseca E, Lawson JW. Computational Design of Low Melting Eutectics of Molten Salts: A Combined Machine Learning and Thermodynamic Modeling Approach. The Journal of Physical Chemistry Letters. 15: 121-126. PMID 38147653 DOI: 10.1021/acs.jpclett.3c02888  0.52
2021 Boeri L, Hennig RG, Hirschfeld PJ, Profeta G, Sanna A, Zurek E, Pickett WE, Amsler M, Dias R, Eremets M, Heil C, Hemley R, Liu H, Ma Y, Pierleoni C, ... ... Xie SR, et al. The 2021 Room-Temperature Superconductivity Roadmap. Journal of Physics. Condensed Matter : An Institute of Physics Journal. PMID 34544070 DOI: 10.1088/1361-648X/ac2864  0.515
2020 Honrao SJ, Xie SR, Hennig RG. Augmenting machine learning of energy landscapes with local structural information Journal of Applied Physics. 128: 85101. DOI: 10.1063/5.0012407  0.605
2020 Xie SR, Kotlarz P, Hennig RG, Nino JC. Machine learning of octahedral tilting in oxide perovskites by symbolic classification with compressed sensing Computational Materials Science. 180: 109690. DOI: 10.1016/J.Commatsci.2020.109690  0.609
2019 Xie SR, Stewart GR, Hamlin JJ, Hirschfeld PJ, Hennig RG. Functional form of the superconducting critical temperature from machine learning Physical Review B. 100. DOI: 10.1103/Physrevb.100.174513  0.593
2018 Gabriel JJ, Xie S, Choudhary K, Sexton M, Phillpot SR, Xue J, Hennig RG. Candidate replacements for lead in CH3NH3PbI3 from first principles calculations Computational Materials Science. 155: 69-73. DOI: 10.1016/J.Commatsci.2018.08.015  0.488
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