数据驱动材料科学研究组

Data-driven Materials Science Research Group

主要论文

First , Co-First, Corresponding and Co-Corresponding Author

Jiang, L.*, Han, S.*, Hu, Y. C.*, Yang, Y., Lu, Y.^#, Lu, Y.-C.^#, Zhao, J.^#, Chen, L., Hu, Y.-S.^#
Rational design of anti-freezing electrolytes for extremely low-temperature aqueous batteries
Nature Energy, 1-10 (2024)
Hu, Y. C., Tanaka, H.
Universality of stringlet excitations as the origin of the boson peak of glasses with isotropic interactions.
Physical Review Research, 5(023055) (2023).
Hu, Y. C., Tian, J.
Data-driven prediction of the glass-forming ability of modeled alloys by supervised machine learning.
Journal of Materials Informatics , 3(1) (2023).
Hu, Y. C., Tanaka, H.
Origin of the boson peak in amorphous solids.
Nature Physics, 18, 669-677 (2022).
Hu, Y. C., Tanaka, H.
Revealing the role of liquid preordering in crystallisation of supercooled liquids.
Nature Communications, 13(4519) (2022).
Hu, Y. C., Jin, W. W., Schroers, J., Shattuck, M. D., O’Hern, C. S.
Glass-forming ability of binary Lennard-Jones systems.
Physical Review Materials, 6(075601) (2022).
Hu, Y. C., Tanaka, H.
Physical origin of glass formation from multi-component systems.
Science Advances, 6(eabd2928) (2020).
Ding, Z., Bian, J., Shuang, S., Liu, X., Hu, Y. C.^#, Sun, C.^#, Yang, Y.^#
High Entropy Intermetallic–Oxide Core–Shell Nanostructure as Superb Oxygen Evolution Reaction Catalyst.
Advanced Sustainable Systems, 4(5), 1900105 (2020).
Hu, Y. C., Zhang, K., Kube, S. A., Schroers, J., Shattuck, M. D., O’Hern, C. S.
Glass formation in binary alloys with different atomic symmetries.
Physical Review Materials, 4(105602) (2020).
Hu, Y. C., Schroers, J., Shattuck, M. D., O’Hern, C. S.
Tuning the glass-forming ability of metallic glasses through energetic frustration.
Physical Review Materials, 3(085602) (2019).
Hu, Y. C., Sun, C., Sun, C. W.
Functional Applications of Metallic Glasses in Electrocatalysis.
ChemCatChem, 11(10), 2401-2414 (2019).
Hu, Y. C., Li, Y. W., Yang, Y., Guan, P. F., Bai, H. Y., Wang, W. H.
Configuration correlation governs slow dynamics of supercooled metallic liquids.
PNAS, 115(25), 6375-6380 (2018).
Hu, Y. C., Tanaka, H., Wang, W. H.
Impact of spatial dimension on structural ordering in metallic glass.
Physical Review E, 96(2), 022613 (2017).
Hu, Y. C., Guan, P. F., Wang, Q., Yang, Y., Bai, H. Y., Wang, W. H.
Pressure effects on structure and dynamics of metallic glass-forming liquid.
The Journal of Chemical Physics, 146(2), 024507 (2017).
Hu, Y. C., Guan, P. F., Li, M. Z., Liu, C. T., Yang, Y., Bai, H. Y., Wang, W. H.
Unveiling atomic-scale features of inherent heterogeneity in metallic glass by molecular dynamics simulations.
Physical Review B, 93(21), 214202 (2016).
Hu, Y. C., Shang, B. S., Guan, P. F., Yang, Y., Bai, H. Y., Wang, W. H.
Thermodynamic scaling of glassy dynamics and dynamic heterogeneities in metallic glass-forming liquid.
The Journal of Chemical Physics, 145(10), 104503 (2016).
Hu, Y. C., Li, F. X., Li, M. Z., Bai, H. Y., Wang, W. H.
Structural signatures evidenced in dynamic crossover phenomena in metallic glass-forming liquids. Journal of Applied Physics, 119(20), 205108 (2016).
Hu, Y. C., Wang, Y. Z., Su, R., Cao, C. R., Li, F., Sun, C. W., Yang, Y., Guan, P. F., Ding, D. W., Wang, Z. L., Wang, W. H.
A Highly Efficient and Self-stabilizing Metallic Glass Catalyst for Electrochemical Hydrogen Generation.
Advanced Materials, 28(46), 10293-10297 (2016).
Hu, Y. C., Li, F. X., Li, M. Z., Bai, H. Y., Wang, W. H.
Five-fold symmetry as indicator of dynamic arrest in metallic glass-forming liquids.
Nature Communications, 6(8310) (2015).

合作论文

Collaborative research publications

Jiang, L., Hu, Y. C., Ai, F., Liang, Z., & Lu, Y.-C.
Rational design of anti-freezing electrolyte concentrations via freeze concentration process
Energy & Environmental Science 17 (8), 2815-2824 (2024)
Liu, J., Song, L., He, Z., Wang, S., Zhang, W., Yang, H., Li F., Li, S., Wang, J., Xiao, H., Xu, D., Liu, Y., Wu, Y., Wang, J.-Q., Shui, X., Hu, Y. C.^#, Shang, J.^#, Li, R.-W.^#
Size Dependent Phase Transformation of Liquid Gallium
Small 20 (9), 2305798 (2024)
Tian, J., Hu, Y. C., Lu, W., Zhu, J., Liu, X., Shen, J., Wang, G., Schroers, J.
Dealloying of amorphous TiCuRu alloy to prepare nanostructured electrocatalyst for hydrogen evolution reaction in alkaline.
Carbon Energy, 5 (8)e322, 1 (2023).
Zhai, J. T., Gao, W. J., Dong, H. K., Hu, Y. C., Zhang, T., Zhu, X. G., Zhang, W. W., Yang, C., Liu, L. H.
Novel metal matrix composites reinforced with Zr-based metallic glass lattices.
Applied Materials Today, 29, 101649 (2022).
Zhang, Y. Q., Zhou, L. Y., Tao, S. Y., Jiao, T. Z., Li, J. F., Zheng, K. M., Hu, Y. C., Fang, K. X., Song, C., Zhong, X. Y., Xu, L., Yao, K. F., Zhang, Z. J., Chen, N.
Widely tunable optical properties via oxygen manipulation in an amorphous alloy.
Science China Materials, 64, 2305-2312 (2021).
Wang, D. P., Wang, A. D., Hu, Y. C., Sun, B. A., Liu, C. T.
Quasi-work-hardening at sites of shear band interactions in a Cu50Zr50 metallic glass.
Materials Letters, 281, 128655 (2020).
Li, Y., Li, J., Huan, Z., Hu, Y. C.
Quantitative characterization of mechano-biological interrelationships of single cells.
The International Journal of Advanced Manufacturing Technology, 105, 4967 (2019).
Sun, Y. T., Wang, C., Lu, Y. M., Hu, Y. C., Luo, P., Liu, M., Xian, H. J., Zhao, D. Q., Ding, D. W., Sun, B. A., Pan, M. X., Wen, P., Bai, H. Y., Liu, Y. H., Wang, W. H.
Recent progress of the glassy materials and physics.
Acta Physica Sinica, 67(12), 126101 (2018).
Shen, L. Q., Luo, P., Hu, Y. C., Bai, H. Y., Sun, Y. H., Sun, B. A., Liu, Y. H., Wang, W. H.
Shear-band affected zone revealed by magnetic domains in a ferromagnetic metallic glass.
Nature Communications, 9, 4414 (2018).
An, S. M., Su, R., Hu, Y. C., Liu, J., Yang, Y., Liu, B., Guan, P.
Common mechanism for controlling polymorph selection during crystallization in supercooled metallic liquids.
Acta Materialia, 161, 367-373 (2018).
Xian, H. J., Cao, C. R., Shi, J. A., Zhu, X. S., Hu, Y. C., Huang, Y. F., Meng, S., Gu, L., Liu, Y. H., Bai, H. Y., Wang, W. H.
Flexible strain sensors with high performance based on metallic glass thin film.
Applied Physics Letters, 111, 121906 (2017).
Wang, J. G., Hu, Y. C., Guan, P. F., Song, K. K., Wang, L., Wang, G., Pan, Y., Sarac, B., Eckert, J.
Hardening of shear band in metallic glass.
Scientific Reports, 7, 7076 (2017).
Li, M. Z., Peng, H. L., Hu, Y. C., Li, F. X., Zhang, H. P., Wang, W. H.
Five-fold local symmetry in metallic liquids and glasses.
Chinese Physics B, 26(1), 016104 (2017).
Wu, Y. C., Wang, B., Hu, Y. C., Lu, Z., Li, Y. Z., Shang, B. S., Wang, W. H., Bai, H. Y., Guan, P. F.
The critical strain – A crossover from stochastic activation to percolation of flow units during stress relaxation in metallic glass.
Scripta Materialia, 134, 75-79 (2017).
Guan, P. F., Wang, B., Wu, Y. C., Shan, Z., Shang, B. S., Hu, Y. C., Su, R., Liu, Q.
Heterogeneity: the soul of metallic glasses.
Acta Physica Sinica, 66(17), 176112 (2017).
Sun, B. A., Hu, Y. C., Wang, D. P., Zhu, Z. G., Wen, P., Wang, W. H., Liu, C. T., Yang, Y.
Correlation between local elastic heterogeneities and overall elastic properties in metallic glasses. Acta Materialia, 121, 266-276 (2016).
Liang, C., Li, C., An, J., Yu, M., Hu, Y. C., Lin, W. H., Liu, F., Ding, Y. H.
Effect of Microstructural Evolution and Hardening in Subsurface on Wear Behavior of Mg-3Al-1Zn Alloy.
Journal of Materials Engineering and Performance, 22(12), 3783-3791 (2013).