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Timothy Liao
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Discovering rare-earth-free magnetic materials through the development of a database
M Sakurai, R Wang, T Liao, C Zhang, H Sun, Y Sun, H Wang, X Zhao, ...
Physical review materials 4 (11), 114408, 2020
272020
Accelerating the discovery of novel magnetic materials using machine learning–guided adaptive feedback
W Xia, M Sakurai, B Balasubramanian, T Liao, R Wang, C Zhang, H Sun, ...
Proceedings of the National Academy of Sciences 119 (47), e2204485119, 2022
122022
Magnetic iron-cobalt silicides discovered using machine-learning
T Liao, W Xia, M Sakurai, R Wang, C Zhang, H Sun, KM Ho, CZ Wang, ...
Physical Review Materials 7 (3), 034410, 2023
82023
Predicting magnetic anisotropy energies using site-specific spin-orbit coupling energies and machine learning: Application to iron-cobalt nitrides
T Liao, W Xia, M Sakurai, R Wang, C Zhang, H Sun, KM Ho, CZ Wang, ...
Physical Review Materials 6 (2), 024402, 2022
62022
Dielectric screening and vacancy formation for large neutral and charged nanocrystals using real-space pseudopotentials
T Liao, KH Liou, JR Chelikowsky
Physical Review Materials 6 (5), 054603, 2022
22022
Novel iron-cobalt phosphides and their magnetic properties
T Liao, W Xia, M Sakurai, R Wang, C Zhang, H Sun, KM Ho, CZ Wang, ...
Bulletin of the American Physical Society, 2024
2024
Machine-learning-guided discovery and experimental synthesis of rare-earth-free magnetic ternary compounds
W Xia, CZ Wang, M Sakurai, B Balasubramanian, T Liao, H Sun, C Zhang, ...
APS March Meeting Abstracts 2023, Y54. 013, 2023
2023
Discovery of rare-earth-free magnetic ternary compounds using machine learning assisted adaptive genetic algorithms
W Xia, M Sakurai, T Liao, R Wang, C Zhang, H Sun, B Balasubramanian, ...
APS March Meeting Abstracts 2022, B47. 007, 2022
2022
Discovery of rare-earth-free magnetic materials through databases
M Sakurai, R Wang, T Liao, C Zhang, H Sun, Y Sun, H Wang, X Zhao, ...
APS March Meeting Abstracts 2021, X61. 006, 2021
2021
Dielectric Screening in Large Silicon Nanocrystals from Real-Space Pseudopotential Calculations
T Liao, KH Liou, J Chelikowsky
APS March Meeting Abstracts 2021, E19. 006, 2021
2021
Real-Space Calculations of Dielectric Screening in Large Silicon Nanocrystals
T Liao, KH Liou, J Chelikowsky
Bulletin of the American Physical Society 65, 2020
2020
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Articles 1–11