Research output per year
Research output per year
Personal profile
Author IDs
ORCID iD: 0000-0002-6377-7760
Scopus Author ID: 55907501400
Google Scholar Profile: DsdZPxcAAAAJ
Impact
Qualifications (Brief)
PhD Princeton University, USA
BSc Univ. of Sci. and Tech. of China
Biography
Dr. Ge Zhang received his BSc. degree in Chemical Physics from University of Science and Technology of China in 2011. He then conducted research in statistical physics under the supervision of Prof. Salvatore Torquato in the Department of Chemistry, Princeton University. After he obtained his PhD degree in 2017, he did his postdoctoral research in collaboration with Prof. Andrea J. Liu in the Department of Physics and Astronomy, University of Pennsylvania, studying disordered solids using machine learning.
Dr. Zhang joined the Physics Department at the City University of Hong Kong as an Assistant Professor in September 2021. His research mainly focuses on the intersection of statistical physics and machine learning, for example, applying techniques developed in each field to the other. In the past several years, he has published more than 20 papers in peer-reviewed journals including Physical Review X, Soft Matter, and Physical Review E.
Research Interests/Areas
Statistical physics, glasses, and machine learning
Fingerprint
Dive into the research topics where Ge ZHANG is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Soft matter roadmap
Barrat, J.-L., Del Gado, E., Egelhaaf, S. U., Mao, X., Dijkstra, M., Pine, D. J., Kumar, S. K., Bishop, K., Gang, O., Obermeyer, A., Papadakis, C. M., Tsitsilianis, C., Smalyukh, I. I., Hourlier-Fargette, A., Andrieux, S., Drenckhan, W., Wagner, N., Murphy, R. P., Weeks, E. R. & Cerbino, R. & 37 others, , Jan 2024, In: Journal of Physics: Materials. 7, 1, 104 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile15 Citations (Scopus)49 Downloads (CityUHK Scholars) -
Vibrational properties of disordered stealthy hyperuniform 1D atomic chains
Zhuang, H., Chen, D., Liu, L., Keeney, D., Zhang, G. & Jiao, Y., 17 Jul 2024, In: Journal of Physics Condensed Matter. 36, 28, 285703.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
4 Citations (Scopus) -
Identifying microscopic factors that influence ductility in disordered solids
Xiao, H., Zhang, G., Yang, E., Ivancic, R., Ridout, S., Riggleman, R., Durian, D. J. & Liu, A. J., 17 Oct 2023, In: PNAS: Proceedings of the National Academy of Sciences of the United States of America. 120, 42, e2307552120.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile7 Citations (Scopus)17 Downloads (CityUHK Scholars) -
The Role of Receptor Uniformity in Multivalent Binding
Xia, X., Zhang, G., Pica Ciamarra, M., Jiao, Y. & Ni, R., 22 May 2023, In: JACS Au. 3, 5, p. 1385–1391Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile5 Citations (Scopus)30 Downloads (CityUHK Scholars) -
Structuro-elasto-plasticity model for large deformation of disordered solids
Zhang, G., Xiao, H., Yang, E., Ivancic, R. J. S., Ridout, S. A., Riggleman, R. A., Durian, D. J. & Liu, A. J., Dec 2022, In: Physical Review Research. 4, 4, 043026.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Open AccessFile12 Citations (Scopus)48 Downloads (CityUHK Scholars)
Projects
- 1 Active
-
NSFC-YPC-HK: Correlation Between Generalization Error and Statistical-Physical Entropy in Neural Networks
ZHANG, G. (Principal Investigator / Project Coordinator)
1/01/25 → …
Project: Research
Press/Media
-
Thirty-two outstanding scientists at CityUHK recognised by national funding; Scholar from the Department of Biomedical Engineering receives highest honour for young scientists
XU, C., FU, B., HOU, C., WANG, W., CHU, J.-E., QIN, Y., HOU, J., DONG, M., MA, J., ZHANG, Z., ZHANG, G., JIAO, D., YIN, X., CHEN, L., WU, Y., WU, G., SU, W., XU, J., HE, J., LI, N., ZHU, F., ZHAO, L., DUAN, P., XU, Y. J., LIU, C., LIU, M., CUI, L., KWOK, C. K., TSANG, S. W., ZHANG, Q., WANG, X. S. & WU, W.
25/09/24
1 item of Media coverage
Press/Media: Press / Media