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Yan Xiang
Yan Xiang
Verified email at duke.edu
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Year
On the prediction of transport properties of ionic liquid using 1-n-butylmethylpyridinium tetrafluoroborate as an example
J Ma, Z Zhang, Y Xiang, F Cao, H Sun
Molecular Simulation 43 (18), 1502-1512, 2017
222017
Machine learning predicts the x-ray photoelectron spectroscopy of the solid electrolyte interface of lithium metal battery
Q Sun, Y Xiang, Y Liu, L Xu, T Leng, Y Ye, A Fortunelli, WA Goddard III, ...
The Journal of Physical Chemistry Letters 13 (34), 8047-8054, 2022
162022
Reaction mechanisms of the initial oligomerization of aluminophosphate
Y Xiang, L Xin, JD Deetz, H Sun
The Journal of Physical Chemistry A 120 (18), 2902-2910, 2016
132016
Predicting single-substance phase diagrams: A kernel approach on graph representations of molecules
Y Xiang, YH Tang, H Liu, G Lin, H Sun
The Journal of Physical Chemistry A 125 (20), 4488-4497, 2021
92021
Inhomogeneous fluid of penetrable-spheres: Application of the random phase approximation
Y Xiang, D Frydel
The Journal of Chemical Physics 146 (19), 2017
82017
Improving molecular machine learning through adaptive subsampling with active learning
Y Wen, Z Li, Y Xiang, D Reker
Digital Discovery 2 (4), 1134-1142, 2023
72023
A comparative study of marginalized graph kernel and message-passing neural network
Y Xiang, YH Tang, G Lin, H Sun
Journal of Chemical Information and Modeling 61 (11), 5414-5424, 2021
72021
Interpretable Molecular Property Predictions Using Marginalized Graph Kernels
Y Xiang, YH Tang, G Lin, D Reker
Journal of Chemical Information and Modeling 63 (15), 4633-4640, 2023
12023
Yoked learning in molecular data science
Z Li, Y Xiang, Y Wen, D Reker
Artificial Intelligence in the Life Sciences 5, 100089, 2024
2024
Efficient Exploration of Chemical Compound Space Using Active Learning for Prediction of Thermodynamic Properties of Alkane Molecules
Y Xiang, YH Tang, Z Gong, H Liu, L Wu, G Lin, H Sun
Journal of Chemical Information and Modeling 63 (21), 6515-6524, 2023
2023
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