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Yiming Chen
Yiming Chen
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Year
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
7512020
A disordered rock salt anode for fast-charging lithium-ion batteries
H Liu, Z Zhu, Q Yan, S Yu, X He, Y Chen, R Zhang, L Ma, T Liu, M Li, ...
Nature 585 (7823), 63-67, 2020
4252020
2DMatPedia, an open computational database of two-dimensional materials from top-down and bottom-up approaches
J Zhou, L Shen, MD Costa, KA Persson, SP Ong, P Huck, Y Lu, X Ma, ...
Scientific data 6 (1), 86, 2019
3412019
Automated generation and ensemble-learned matching of X-ray absorption spectra
C Zheng, K Mathew, C Chen, Y Chen, H Tang, A Dozier, JJ Kas, FD Vila, ...
npj Computational Materials 4 (1), 12, 2018
1412018
Optical properties and thermal stability of Cu spinel oxide nanoparticle solar absorber coatings
EB Rubin, Y Chen, R Chen
Solar energy materials and solar cells 195, 81-88, 2019
792019
Random forest models for accurate identification of coordination environments from X-ray absorption near-edge structure
C Zheng, C Chen, Y Chen, SP Ong
Patterns 1 (2), 2020
722020
Database of ab initio L-edge X-ray absorption near edge structure
Y Chen, C Chen, C Zheng, S Dwaraknath, MK Horton, J Cabana, J Rehr, ...
Scientific data 8 (1), 153, 2021
352021
Theory+ AI/ML for microscopy and spectroscopy: Challenges and opportunities
D Unruh, VSC Kolluru, A Baskaran, Y Chen, MKY Chan
MRS Bulletin 47 (10), 1024-1035, 2022
222022
2023 Roadmap on molecular modelling of electrochemical energy materials
C Zhang, J Cheng, Y Chen, MKY Chan, Q Cai, RP Carvalho, ...
Journal of Physics: Energy 5 (4), 041501, 2023
192023
High-temperature stable refractory nanoneedles with over 99% solar absorptance
EB Rubin, S Shin, Y Chen, R Chen
APL Materials 7 (3), 2019
192019
Robust machine learning inference from x-ray absorption near edge spectra through featurization
Y Chen, C Chen, I Hwang, MJ Davis, W Yang, C Sun, GH Lee, ...
Chemistry of Materials 36 (5), 2304-2313, 2024
122024
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