Sheng Bi, Yi-Ze Wang, Jun Cheng. "Full-data accuracy with fewer labels for training and fine-tuning machine-learning force fields." arXiv:2607.14486, 2026.
Sheng Bi et al. "Ai2-Kit: Streamlining AI-Accelerated Ab Initio Workflows for Complex Chemical Systems." arXiv:2607.00613, 2026.
Jiacen Liu, Jianwei Wu, Tianyi Sun, Yongchao Shi, Mathieu Salanne, Sheng Bi, Mingxue Tang, Jiwei Ma"Insights into Cationic Vacancies in a Prussian Blue Analogues Cathode for Enhanced Reversible Sodium Insertion." JACS Au, 2026.
Sheng Bi"Computational Modeling of Nanomaterials for Advanced Supercapacitors." Hybrid Nanostructures for Advanced Supercapacitors, Springer, 2026.
Sheng Bi, Lisanne Knijff, Xiliang Lian, Alicia Hees, Chao Zhang, Mathieu Salanne"Modeling of Nanomaterials for Supercapacitors: Beyond Carbon Electrodes." ACS Nano, 2024.
Liang Zeng, Xi Tan, Xiangyu Ji, Shiqi Li, Jinkai Zhang, Jiaxing Peng, Sheng Bi, Guang Feng"Constant charge method or constant potential method: Which is better for molecular modeling of electrical double layers?." Journal of Energy Chemistry, 2024.
Abner M. Sampaio, Sheng Bi, Mathieu Salanne, Leonardo J. A. Siqueira"Molecular dynamics simulations of ionic liquids confined into MXenes." Energy Storage Materials, 2024.
Sheng Bi, Mathieu Salanne"Cluster analysis as a tool for quantifying structure–transport properties in simulations of superconcentrated electrolyte." Chemical Science, 2024.
Dewei Xiao, Sheng Bi, Langyuan Wu, Min Xue, Lijie Han, Zhenming Xu, Hui Dou, Xiaogang Zhang"Manipulating chaotropic anion enables lacked H-bond aqueous electrolyte for lithium-ion hybrid capacitor." Chemical Engineering Journal, 2023.
Kangsheng Huang, Sheng Bi, Hai Xu, Langyuan Wu, Chang Fang, Xiaogang Zhang"Optimizing Li-ion Solvation in Gel Polymer Electrolytes to Stabilize Li-Metal Anode." ChemSusChem, 2023.
Sheng Bi, Mathieu Salanne"Co-ion desorption as the main charging mechanism in metallic 1T-MoS2 supercapacitors." ACS Nano, 2022.
Runxi Wang, Sheng Bi, Zhaoli Guo, Guang Feng"Molecular insight into replacement dynamics of CO2 enhanced oil recovery in nanopores." Chemical Engineering Journal, 2022.
Liang Niu, Taizheng Wu, Ming Chen, Long Yang, Jingjing Yang, Zhenxiang Wang, Alexei A. Kornyshev, Huili Jiang, Sheng Bi, Guang Feng"Conductive Metal–Organic Frameworks for Supercapacitors." Advanced Materials, 2022.
Sheng Bi, Zihan Li, Dewei Xiao, Zhiwei Li, Tangming Mo, Guang Feng, Xiaogang Zhang"Pore-Size-Dependent Capacitance and Charging Dynamics of Nanoporous Carbons in Aqueous Electrolytes." The Journal of Physical Chemistry C, 2022.
Kangsheng Huang, Sheng Bi, Bar{\i}{\c{s}} Kurt, Chengyang Xu, Langyuan Wu, Zhiwei Li, Guang Feng, Xiaogang Zhang"Regulation of SEI Formation by Anion Receptors to Achieve Ultra-Stable Lithium-Metal Batteries." Angewandte Chemie International Edition, 2021.
Michael McEldrew, Zachary Goodwin, Sheng Bi, Alexei Kornyshev, Martin Bazant"Ion Clusters and Networks in Water-in-Salt Electrolytes." Journal of The Electrochemical Society, 2021.
Ming Chen, Jiedu Wu, Ting Ye, Jinyu Ye, Chang Zhao, Sheng Bi, Jiawei Yan, Bingwei Mao, Guang Feng"Adding salt to expand voltage window of humid ionic liquids." Nature Communications, 2020.
Michael McEldrew, Zachary Goodwin, Sheng Bi, Martin Bazant, Alexei Kornyshev"Theory of ion aggregation and gelation in super-concentrated electrolytes." The Journal of Chemical Physics, 2020.
Sheng Bi, Harish Banda, Ming Chen, Liang Niu, Mingyu Chen, Taizheng Wu, Jiasheng Wang, Runxi Wang, Jiamao Feng, Tianyang Chen, Mircea Dincă, Alexei Kornyshev, Guang Feng"Molecular understanding of charge storage and charging dynamics in supercapacitors with MOF electrodes and ionic liquid electrolytes." Nature Materials, 2020.
Sheng Bi, Yuan Zhang, Luca Cervini, Tangming Mo, John Griffin, Volker Presser, Guang Feng"Permselective ion electrosorption of subnanometer pores at high molar strength enables capacitive deionization of saline water." Sustainable Energy & Fuels, 2020.
Tangming Mo, Sheng Bi, Yuan Zhang, Volker Presser, Xuehang Wang, Yury Gogotsi, Guang Feng"Ion Structure Transition Enhances Charging Dynamics in Subnanometer Pores." ACS Nano, 2020.
Cheng Zhang, Wei Zhao, Sheng Bi, Christopher Rouleau, Jason Fowlkes, Walker Boldman, Genda Gu, Qiang Li, Guang Feng, Philip Rack"Low-Temperature Charging Dynamics of the Ionic Liquid and Its Gating Effect on FeSe0.5Te0.5 Superconducting Films." ACS Applied Materials and Interfaces, 2019.
G. Feng, M. Chen, S. Bi, Z.A.H. Goodwin, E.B. Postnikov, N. Brilliantov, M. Urbakh, A.A. Kornyshev"Free and Bound States of Ions in Ionic Liquids, Conductivity, and Underscreening Paradox." Physical Review X, 2019.
W. Zhao, S. Bi, C. Zhang, P.D. Rack, G. Feng"Adding Solvent into Ionic Liquid-Gated Transistor: The Anatomy of Enhanced Gating Performance." ACS Applied Materials and Interfaces, 2019.
Sheng Bi, Runxi Wang, Shuai Liu, Jiawei Yan, Bingwei Mao, Alexei Kornyshev, Guang Feng"Minimizing the electrosorption of water from humid ionic liquids on electrodes." Nature Communications, 2018.
Runxi Wang, Sheng Bi, Volker Presser, Guang Feng"Systematic comparison of force fields for molecular dynamic simulation of Au(111)/Ionic liquid interfaces." Fluid Phase Equilibria, 2018.
W. Zhao, S. Bi, N. Balke, P.D. Rack, T.Z. Ward, S.V. Kalinin, S. Dai, G. Feng"Understanding Electric Double-Layer Gating Based on Ionic Liquids: From Nanoscale to Macroscale." ACS Applied Materials and Interfaces, 2018.
J.M. Black, J. Come, S. Bi, M. Zhu, W. Zhao, A.T. Wong, J.H. Noh, P.R. Pudasaini, P. Zhang, M.B. Okatan, S. Dai, S.V. Kalinin, P.D. Rack, T.Z. Ward, G. Feng, N. Balke"Role of Electrical Double Layer Structure in Ionic Liquid Gated Devices." ACS Applied Materials and Interfaces, 2017.
