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Ruiming Zhu
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An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
Z Ren, SIP Tian, J Noh, F Oviedo, G Xing, J Li, Q Liang, R Zhu, AG Aberle, ...
Matter 5 (1), 314-335, 2022
1462022
WyCryst: Wyckoff inorganic crystal generator framework
R Zhu, W Nong, S Yamazaki, K Hippalgaonkar
Matter 7 (10), 3469-3488, 2024
142024
Predicting synthesizability using machine learning on databases of existing inorganic materials
R Zhu, SIP Tian, Z Ren, J Li, T Buonassisi, K Hippalgaonkar
ACS omega 8 (9), 8210-8218, 2023
142023
Experimental and theoretical studies of a thermal switch based on shape-memory alloy cladded with graphene paper
J Ma, RM Zhu, DL Lu, T Yin, MC Zhong, JL Wu, YG Min, SG Lu
Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 42 …, 2020
132020
Experimentally validated inverse design of multi-property Fe-Co-Ni alloys
SP Padhy, V Chaudhary, YF Lim, R Zhu, M Thway, K Hippalgaonkar, ...
Iscience 27 (5), 2024
82024
Predicting High‐Performance Thermoelectric Materials With StarryData2
N Parse, J Recatala‐Gomez, R Zhu, AKY Low, K Hippalgaonkar, T Mato, ...
Advanced Theory and Simulations 7 (11), 2400308, 2024
2024
CrySPR: A Python interface for implementation of crystal structure pre-relaxation and prediction using machine-learning interatomic potentials
W Nong, R Zhu, K Hippalgaonkar
2024
Exploring material compositions for synthesis using oxidation states
M Thway, AP Chen, H Dai, J Recatala-Gomez, SIP Tian, R Zhu, W Zhai, ...
arXiv preprint arXiv:2405.08399, 2024
2024
WyckoffTransformer: Generation of Symmetric Crystals
N Kazeev, R Zhu, I Romanov, AE Ustyuzhanin, S Yamazaki, W Nong, ...
AI for Accelerated Materials Design-NeurIPS 2024, 0
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