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Yunxing Zuo
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Graph networks as a universal machine learning framework for molecules and crystals
C Chen, W Ye, Y Zuo, C Zheng, SP Ong
Chemistry of Materials 31 (9), 3564-3572, 2019
9092019
Performance and cost assessment of machine learning interatomic potentials
Y Zuo, C Chen, X Li, Z Deng, Y Chen, J Behler, G Csányi, AV Shapeev, ...
The Journal of Physical Chemistry A 124 (4), 731-745, 2020
5852020
A critical review of machine learning of energy materials
C Chen, Y Zuo, W Ye, X Li, Z Deng, SP Ong
Advanced Energy Materials 10 (8), 1903242, 2020
4052020
Flexible composite solid electrolyte facilitating highly stable “soft contacting” Li–electrolyte interface for solid state lithium‐ion batteries
L Yang, Z Wang, Y Feng, R Tan, Y Zuo, R Gao, Y Zhao, L Han, Z Wang, ...
Advanced Energy Materials 7 (22), 1701437, 2017
2622017
Atomistic simulations of dislocation mobility in refractory high-entropy alloys and the effect of chemical short-range order
S Yin, Y Zuo, A Abu-Odeh, H Zheng, XG Li, J Ding, SP Ong, M Asta, ...
Nature communications 12 (1), 4873, 2021
1832021
Complex strengthening mechanisms in the NbMoTaW multi-principal element alloy
XG Li, C Chen, H Zheng, Y Zuo, SP Ong
npj Computational Materials 6 (1), 70, 2020
1582020
Learning properties of ordered and disordered materials from multi-fidelity data
C Chen, Y Zuo, W Ye, X Li, SP Ong
Nature Computational Science 1 (1), 46-53, 2021
1322021
Accelerating materials discovery with Bayesian optimization and graph deep learning
Y Zuo, M Qin, C Chen, W Ye, X Li, J Luo, SP Ong
Materials Today 51, 126-135, 2021
812021
Electrochemically induced amorphous-to-rock-salt phase transformation in niobium oxide electrode for Li-ion batteries
P Barnes, Y Zuo, K Dixon, D Hou, S Lee, Z Ma, JG Connell, H Zhou, ...
Nature Materials 21 (7), 795-803, 2022
742022
Bridging the gap between simulated and experimental ionic conductivities in lithium superionic conductors
J Qi, S Banerjee, Y Zuo, C Chen, Z Zhu, MLH Chandrappa, X Li, SP Ong
Materials Today Physics 21, 100463, 2021
602021
Conductive binder for si anode with boosted charge transfer capability via n-type doping
Y Zhao, L Yang, Y Zuo, Z Song, F Liu, K Li, F Pan
ACS applied materials & interfaces 10 (33), 27795-27800, 2018
482018
Genetic algorithm-guided deep learning of grain boundary diagrams: addressing the challenge of five degrees of freedom
C Hu, Y Zuo, C Chen, SP Ong, J Luo
Materials today 38, 49-57, 2020
472020
How to Optimize the Interface between Photosensitizers and TiO2 Nanocrystals with Molecular Engineering to Enhance Performances of Dye-Sensitized Solar Cells?
J Zheng, K Zhang, Y Fang, Y Zuo, Y Duan, Z Zhuo, X Chen, W Yang, Y Lin, ...
ACS applied materials & interfaces 7 (45), 25341-25351, 2015
332015
Atomic-scale origin of the low grain-boundary resistance in perovskite solid electrolyte Li0.375Sr0.4375Ta0.75Zr0.25O3
T Lee, J Qi, CA Gadre, H Huyan, ST Ko, Y Zuo, C Du, J Li, T Aoki, R Wu, ...
Nature communications 14 (1), 1940, 2023
212023
Inorganic Aromaticity of Mn6-Ring Cluster in Layered Li(Ni0.5Mn0.5)O2
Z Hu, J Zheng, C Xin, G Teng, Y Zuo, F Pan
The Journal of Physical Chemistry C 122 (8), 4125-4132, 2018
122018
The mechanism of external pressure suppressing dendrites growth in Li metal batteries
G Lai, Y Zuo, J Jiao, C Fang, Q Liu, F Zhang, Y Jiang, L Sheng, B Xu, ...
Journal of Energy Chemistry 79, 489-494, 2023
112023
Few-Layer Fe3(PO4)2·8H2O: Novel H-Bonded 2D Material and Its Abnormal Electronic Properties
S Li, R Quhe, M Weng, Y Feng, Y Zuo, W Xiao, J Zheng, J Lu, F Pan
The Journal of Physical Chemistry C 120 (46), 26278-26283, 2016
32016
Machine learning moment tensor potential for modeling dislocation and fracture in and alloys
J Qi, ZH Aitken, Q Pei, AMZ Tan, Y Zuo, MH Jhon, SS Quek, T Wen, Z Wu, ...
Physical Review Materials 7 (10), 103602, 2023
22023
Lithium-Ion Batteries: Flexible Composite Solid Electrolyte Facilitating Highly Stable'Soft Contacting'Li-Electrolyte Interface for Solid State Lithium-Ion Batteries (Adv …
L Yang, Z Wang, Y Feng, R Tan, Y Zuo, R Gao, Y Zhao, L Han, Z Wang, ...
Advanced Energy Materials 7 (22), 2017
22017
Machine Learning Towards Large-Scale Atomistic Simulation and Materials Discovery
Y Zuo
University of California, San Diego, 2021
12021
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