研究方向与兴趣 Main Research
跨学科跨尺度科学智能研究，机器学习算法与模拟方法，包括电池电解液、液液界面传输、高分子材料等
Interdisciplinary and multi-scale AI4S research, focusing on machine learning algorithms and simulation methods for applications such as battery electrolytes, liquid-liquid interfacial transport, and polymer materials
学术成果 Publications
1. Zhu Liang, Bu W, Schweighofer K, Walwark D, Harvey J, Hanlon G, Amoanu D, Erol C, Benjamin I, Schlossman M. "A nanoscale view of assisted ion transport through the liquid-liquid interface." Proceedings of National Academy of Science 2019 116 (37) 18227-18232.
2. Zhu Liang, Trung Vo, Karl J Schweighofer, Ilan Benjamin, Mark L Schlossman. "DEHP- extractant binding to trivalent lanthanide Er3+: Fast binding accompanied by concerted angular motions of hydration water" The Journal of Chemical Physics 2023 158 (13), 134715.
3. Zhu Liang, Matthew R. Carbone, Wei Chen, Eli Slavitski, Deyu Lu, Mark S. Hybersten, and Xiaohui Qu. "Decoding structure-spectrum relationships with physically organized latent spaces" Phys. Rev. Materials 2023 7, 053802.
4. Zhu Liang, Wei Bu, Mohammed Karim, Erik A. Binter, Seiji Katakura, Mrinal K. Bera, M. Alex Brown, Artem V. Gelis, Mark L. Schlossman. "Advanced Analysis of X-ray Fluorescence Measurements of the Interfacial Density of Eu Ions at Liquid-Liquid Interfaces for Solvent Back-Extraction" J. Phys. Chem. A 2025
5. Pan Sun, Erik A Binter, Zhu Liang, M Alex Brown, Artem V Gelis, Ilan Benjamin, Mrinal K Bera, Binhua Lin, Wei Bu, Mark L Schlossman. "Antagonistic Role of Aqueous Complexation in the Solvent Extraction and Separation of Rare Earth Ions" ACS Central Science 2021 7 (11), 1908-1918
6. Animesh Ghose, Mikhail Segal, Fanchen Meng, Zhu Liang, Xiaohui Qu, Eli Stavitski, Shinjae Yoo, Deyu Lu, and Matthew R. Carbone. "Uncertainty-aware predictions of molecular X-ray absorption spectra using ensemble neural networks" Physical Review Research 2022 5, 013180
7. Monirosadat Sadati, Hadi Ramezani-Dakhel, Wei Bu, Emre Sevgen, Zhu Liang, Cem Erol, Mohammad Rahimi, Nader Taheri Qazvini, Binhua Lin, Nicholas L Abbott, Benoı̂ t Roux, Mark L Schlossman, Juan J de Pablo. "Molecular structure of canonical liquid crystal interfaces" Journal of the American Chemical Society2017 139 (10), 3841-3850.
教育背景 Education
(1)博士，伊利诺伊⼤学芝加哥分校，物理学，2012.8-2020.5
(2)硕士，伊利诺伊大学芝加哥分校，数学，2015.9-2018.5
(3)学士，中国地质大学（武汉），物理学，2008.9-2012.7
研究经历 Research Experience
(1)副研究员，嘉庚创新实验室，2025.9-至今
(2)Data Scientist，Automat Solutions, Inc. (Fremont, CA)，2022.12-2024.12
(3)博士后，布鲁克海文国家实验室，2021.3-2022.12
(4)博士后，伊利诺伊大学芝加哥分校，2020.5-2021.3
