Yanfei Guan
Affiliations: | 2014-2018 | Department of Chemistry | Texas A & M University, College Station, TX, United States |
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"Yanfei Guan"Parents
Sign in to add mentorSteven E. Wheeler | grad student | 2014-2018 | Texas A & M |
Robert S. Paton | post-doc | 2018- | Colorado State |
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Publications
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Guan Y, Lee T, Wang K, et al. (2023) SAr Regioselectivity Predictions: Machine Learning Triggering DFT Reaction Modeling through Statistical Threshold. Journal of Chemical Information and Modeling |
Guan Y, Shree Sowndarya SV, Gallegos LC, et al. (2021) Real-time prediction of H and C chemical shifts with DFT accuracy using a 3D graph neural network. Chemical Science. 12: 12012-12026 |
McGill C, Forsuelo M, Guan Y, et al. (2021) Predicting Infrared Spectra with Message Passing Neural Networks. Journal of Chemical Information and Modeling |
Guan Y, Coley CW, Wu H, et al. (2020) Regio-selectivity prediction with a machine-learned reaction representation and on-the-fly quantum mechanical descriptors. Chemical Science. 12: 2198-2208 |
St John PC, Guan Y, Kim Y, et al. (2020) Quantum chemical calculations for over 200,000 organic radical species and 40,000 associated closed-shell molecules. Scientific Data. 7: 244 |
St John PC, Guan Y, Kim Y, et al. (2020) Publisher Correction: Prediction of organic homolytic bond dissociation enthalpies at near chemical accuracy with sub-second computational cost. Nature Communications. 11: 3066 |
St John PC, Guan Y, Kim Y, et al. (2020) Prediction of organic homolytic bond dissociation enthalpies at near chemical accuracy with sub-second computational cost. Nature Communications. 11: 2328 |
St John PC, Phillips C, Kemper TW, et al. (2019) Message-passing neural networks for high-throughput polymer screening. The Journal of Chemical Physics. 150: 234111 |
Guan Y, Ingman VM, Rooks BJ, et al. (2018) AARON: An Automated Reaction Optimizer for New Catalysts. Journal of Chemical Theory and Computation |
Sepúlveda D, Guan Y, Rangel U, et al. (2017) Stacked homodimers of substituted contorted hexabenzocoronenes and their complexes with C60 fullerene. Organic & Biomolecular Chemistry |