MMIL

Materials and Mechanics Informatics Lab

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Research in SUN, Sheng's Lab

SUN, Sheng (孙 升)

Ph.D., Professor
Materials Genome Institute, Shanghai University

mgissh@t.shu.edu.cn

+86-21-66136179

Rm 527A Building 7, No. 333 Nanchen Road, Baoshan District, Shanghai 20444, P. R. China

Current Research Interests

  • 🖥 Modeling and Multiscale Simulations of Electrode/Electrolyte Interfaces: Batteries, corrosion, electrochemical actuators.

  • ℹ️ Materials informatics and Mechano-informatics: Applications of AI in materials/mechanics.

Courses Teaching

  • 👨‍🏫 Mechano-informatics of Materials （40 Hours，Course for graduate students，Winter Semester）

  • 👨‍🏫 Advanced Mechanics of Materials （40 Hours，Course for graduate students，Winter Semester）

  • 👨‍🏫 Introduction to Theoretical Mechanics and Mechanics of Materials （40 Hours，Course for undergraduate students，Spring Semester）

Education and Professional Experience

Time period Position Department (Major) Institute
03/2021 - Now Professor Materials Genome Institute Shanghai University
03/2016 - 03/2021 Associate Professor Materials Genome Institute Shanghai University
05/2015 - 03/2016 Lecturer Materials Genome Institute Shanghai University
07/2012 - 04/2014 Research Assistant Mechanical and Aerospace Engineering Hong Kong University of Science and Technology
09/2011 - 04/2015 Lecturer College of Mechanics and Materials Hohai University
08/2008 - 08/2011 PhD Bioengineering Program Hong Kong University of Science and Technology
09/2005 - 04/2008 Master Degree Mechanics (Nano-Mechanics) Nanjing University of Aeronautics and Astronautics
09/2001 - 06/2005 Bachelor Degree Aircraft Design (Aircraft Design and Engineering) Nanjing University of Aeronautics and Astronautics

Publications

2024

  • Peng, Fang; Song, Yuting; Xu, Tongle; Wang, Menghuan; Song, Na; Sun, Sheng; Ding, Peng; Smart polymer composites with vertically oriented boron nitride and carbon fiber for heat management: Magneto-thermal responsiveness, Composites Part B: Engineering, 283:111617, 2024.

  • Jingtong Zhang, Chengwen Bin, Yunhong Zhao, Huazhang Zhang, Sheng Sun, Peng Han, Chang Liu, Tao Xu, Gang Tang, Tong-Yi, Zhang; Jie Wang, Quantification of switchable thermal conductivity of ferroelectric materials through second-principles calculation, *Materials Today Physics, 41:101347, 2024.

  • Mingqing Liu, Tong-Yi Zhang⋆, Sheng Sun⋆, Do DFT-based calculations always result in integer-charge ions in electrolytes?, Computational Materials Science, 243:113095, 2024.

  • Sheng Sun⋆, Menghuan Wang, Hanqing Jiang, Ying Zhang, Hang Qiao, Tong-Yi Zhang⋆, Optimizing nanoporous metallic actuators through multiscale calculations and machine learning, Journal of the Mechanics and Physics of Solids, 187:105611, 2024.

  • Jiaxuan Ma, Bin Cao, Shuya Dong, Yuan Tian, Menghuan Wang, Jie Xiong⋆, Sheng Sun⋆, MLMD: A Programming-Free AI Platform to Predict and Design Materials, npj Computational Materials, 10:59, 2024

  • Jiaxuan Ma, Tong-Yi Zhang⋆, Sheng Sun⋆, Machine Learning-Assisted Shape Morphing Design for Soft Smart Beam, International Journal of Mechanical Sciences, 267:108957, 2024

  • Jiaxuan Ma, Sheng Sun⋆, In silico optimization of actuation performance in dielectric elastomer composites via integrated finite element modeling and deep learning, Theoretical and Applied Mechanics Letters, 14:100490, 2024.

2023

  • Menghuan Wang, Sheng Sun⋆, Tong-Yi Zhang⋆, Machine learning accelerated design of auxetic structures, Materials & Design, 234:112334, 2023. https://doi.org/10.1016/j.matdes.2023.112334

  • 颜伟, 张世杰, 孙升⋆, 王子涵⋆. 锡基薄膜电极充放锂过程力学性能的原位测量. 实验力学, 出版中…

  • 张颖, 孙升⋆. 结合有限元和机器学习优化镍金属纳米多孔结构的有效杨氏模量. 力学季刊, 44:581-591, 2023; doi: 10.15959/j.cnki.0254-0053.2023.03.007.

  • Xiong Li, Tongle Xu, Wenjing Cao, Menghuan Wang, Fengqing Chen, Liyuan Jin, Na Song, Sheng Sun, Peng Ding⋆, Graphene/carbon fiber network constructed by co-carbonization strategy for functional integrated polyimide composites with enhanced electromagnetic shielding and thermal conductive properties, Chemical Engineering Jounral 464:142595, 2023; https://doi.org/10.1016/j.cej.2023.142595

2022

  • 乔行, 朱勇, 孙升⋆, 张统一⋆. 电解液中Cu(111)晶面电溶解/沉积势垒施加电荷相关性的跨尺度计算. 电化学, doi: 10.13208/j.electrochem.2205171.

  • Dongmei Lin, Xiuling Shi, Kaikai Li⋆, Man Wang, Sheng Sun, Junwei Wu, Limin Zhou, Guohua Chen⋆, and Tong-Yi Zhang⋆, Ether-Induced Phase Transition toward Stabilized Layered Structure of MoS2 with Extraordinary Sodium Storage Performance, ACS Materials Lett., 4, 1341-1349 (2022). https://doi.org/10.1021/acsmaterialslett.2c00262

  • Xiang Ji, Sheng Sun⋆, Tong-Yi Zhang⋆, Surface segregation and relaxation in free-standing Ni1–xCux alloy nanofilms, Journal of Applied Physics 132, 035303 (2022); https://doi.org/10.1063/5.0094921

  • Yong Zhu, Hang Qiao, Xiaoye Zhou, Ruifeng Zhang, Haitao Wang, Sheng Sun⋆, Tong-Yi Zhang⋆, Charge-dependent deposition/dissolution of Cu on different faces in a non-corrosive electrolyte: An insight from multiscale calculations, Surface Science, 725, 122160 (2022), doi:https://doi.org/10.1016/j.susc.2022.122160

  • Wang, J.-H., Jia, J.-N., Sun, S., Zhang, T.-Y., Statistical learning of small data with domain knowledge — sample size- and pre-notch length- dependent strength of concrete. Engineering Fracture Mechanics. 259:108160, 2022. https://doi.org/10.1016/j.engfracmech.2021.108160

2021

  • Wang, J.-H., Jia, J.-N., Sun, S., Zhang, T.-Y., Statistical learning of small data with domain knowledge — sample size- and pre-notch length- dependent strength of concrete. Engineering Fracture Mechanics. 259:108160, 2022. https://doi.org/10.1016/j.engfracmech.2021.108160

  • Xu, Z., Shi, X., Zhuang, X., Wang, Z., Sun, S., Li, K., Zhang, T.-Y., Chemical Strain of Graphite-Based Anode during Lithiation and Delithiation at Various Temperatures. Research. 2021:9842391, 2021. https://doi.org/10.34133/2021/9842391

  • B. Wei, D. Legut, S. Sun, H.T. Wang, Z.Z. Shi, H.J. Zhang, R.F. Zhang, Synergistic effect of solute and strain on the electrochemical degradation in
    representative Zn-based and Mg-based alloys    , Corrosion Science.
    188:109539, 2021. DOI:10.1016/j.corsci.2021.109539

  • Yin-Chen Jiang, Sheng Sun⋆, Tong-Yi Zhang⋆, Thickness- and temperature-dependent Grüneisen parameter in thin films, Nanoscale, 13:9853-9863, 2021, DOI: 10.1039/D1NR01164B.

  • Sheng Sun⋆, Bochao Zhang, Kaikai Li, Tong-Yi Zhang⋆, Effects of the maximum Li stoichiometry in electrode on peak current densities of cyclic voltammogram, Solid State Ionics, 368:115631, 2021.

  • 蔡雪凡，孙升⋆, 多孔电极电池的循环伏安法模拟, 电化学，已经接收。doi: 10.13208/j.electrochem.210210.

  • 魏清华, 熊杰, 孙升⋆, 张统一⋆, 多目标机器学习钢的四种力学性能, 中国科学：技术科学, 51:722-736, 2021.

  • B. Wei, D. Legut, S. Sun, H.T. Wang, Z.Z. Shi, H.J. Zhang, R.F. Zhang, An improved electrochemical model for strain dependent electrochemical polarization and corrosion kinetics, Materials & Design. 202:109555, 2021. https://doi.org/10.1016/j.matdes.2021.109555.

  • Tong-Yi Zhang⋆, Ying-Xin Gao, Sheng Sun⋆, Grain boundary segregation and relaxation in nano-grained polycrystalline alloys, SCIENCE CHINA Physics, Mechanics & Astronomy, 64:224611, 2021.

  • Sheng Sun⋆, Bochao Zhang, Jiahao Wang, Kaikai Li, Yao Gao, Tong-Yi Zhang⋆, Analytic Formulas of Peak Current in Cyclic Voltammogram: Machine Learning as an Alternative Way?, Journal of Chemometrics, 35(3):e3314, 2021. DOI: 10.1002/cem.3314.

2020

  • Yuye Zhao, Sheng Sun, Xuefan Cai, Yuchi Fan, Wan Jiang, Beiying Zhou, Shijia Gu, Nian Shi, Wei Luo, Lianjun Wang, Enhancement in sintering driving force derived from in situ ordered structural collapse of mesoporous powders, Journal of the American Ceramic Society, 103:5654-5663, 2020. https://doi.org/10.1111/jace.17343

  • Haitao Wang, Xiaoran Yin, Sheng Sun, En-Hou Han, Comparative study on the adsorption behaviors of O and Cl on Fe(110) surfaces with different Cr content, Materials Today Communications, 24:101122, 2020.

  • Yuexing Han, Leilei Song, Bing Wang⋆, Sheng Sun⋆, Quan Qian, Qian Wang, AtomicNet: a novel approach to identify the crystal structure of each simulated atom, Modelling Simul. Mater. Sci. Eng. 28:035005, 2020

  • 蒋红星, 孙俣哲，孙升⋆, 张统一, 单晶锌电极在应变电压耦合下的溶解机制——跨尺度计算与机器学习, 上海金属, 42:104-110, 2020

2019

  • 王家豪, 孙升, 何燕霖, 张统一, 基于机器学习的工模具钢硬度预测, 中国科学：技术科学 49(10):1148-1158, 2019

  • Hongxing Jiang, Sheng Sun⋆, Tong-Yi Zhang⋆, Potential and distance dependent charge transfer: Hybrid first-principles/continuum calculations, Computational Materials Science, 169:109121, 2019.

  • Sheng Sun, Runhai Ouyang, Bochao Zhang, Tong-Yi Zhang, Data-driven discovery of formulas by symbolic regression, MRS Bulletin, 44(7):559-564, 2019.

  • Hong Cai, Jia-Wei Mai, Ying-Xin Gao, Huang He, Sheng Sun⋆, Tong-Yi Zhang⋆, Surface segregation of hydrogen in free-standing Pd-H alloy nanofilms, SCIENCE CHINA Technological Sciences, 62(10):1735-1746, 2019. DOI: 10.1007/s11431-019-9529-4.

  • Xun Zhang, Sheng Sun, Tao Xu, Tong-Yi Zhang, Temperature dependent Grüneisen parameter,SCIENCE CHINA Technological Sciences, 62(9):1565-1576, 2019. DOI: 10.1007/s11431-019-9526-3.

  • Yao Gao, Sheng Sun, San-Qiang Shi, Francesco Ciucci, Tong-Yi Zhang, On-chip suspended gold nanowire electrode with a rough surface: Fabrication and electrochemical properties, Electrochimica Acta, 304:20-29, 2019. DOI: 10.1016/j.electacta.2019.02.106.

  • Kaikai Li, Jun Zhang, Dongmei Lin, Da-Wei Wang, Baohua Li, Wei Lv, Sheng Sun, Yan-Bing He, Feiyu Kang, Quan-Hong Yang, Limin Zhou, and Tong-Yi Zhang, Evolution of the electrochemical interface in sodium ion batteries with ether electrolytes. Nature Communications, 10:725, 2019.

  • Zhongmin Ren, Xianhui Zhang, Meng Liu, Jingjing Zhou, Sheng Sun , Haiyong He, Deyu Wang, Constant dripping wears away a stone: Fatigue damage causing particles’ cracking. Journal of Power Sources, 416:104-110, 2019.

2018

  • 王鹏, 孙升, 张庆, 张统一, 力学信息学简介, 自然杂志40(5):313-322, 2018

  • Hongliang Sun, Liuyan Chen, Sheng Sun⋆ and Tong-Yi Zhang⋆, Size- and temperature-dependent Young’s modulus and size-dependent thermal expansion coefficient of nanowires. Science China Technological Sciences, 61:687-698, 2018.

  • Sheng Sun, Liuyan Chen, Hongliang Sun, Tong-Yi Zhang, Adsorption and charge transfer of Lithium at electrified graphene/electrolyte interface. Electrochim. Acta. 259:1089-1094, 2018

2017

  • Xu-Sheng Yang, Sheng Sun, Hai-Hui Ruan, San-Qiang Shi, Tong-Yi Zhang, Shear and shuffling accomplishing polymorphic fcc γ → hcp ε → bct α martensitic phase transformation. Acta Materialia 136:347-354, 2017.

  • Kaikai Li, Xiaoye Zhou, Anmin Nie, Sheng Sun, Yan-Bing He, Wei Ren, Baohua Li, Feiyu Kang, Jang-Kyo Kim, Tong-Yi Zhang, Discovering A First-order Phase Transition in Li-CeO2 System. Nano Letters. 17:1282-1288, 2017.

  • Zhao, Shipeng, Yang, Yali, Lu, Jian, Wu, Wei, Sun, Sheng, Li, Xi, Zhao, Xinluo, Cao, Shixun, Zhang, Jincang, Ren, Wei, Carbon-rich superhard ruthenium carbides from first-principles. MATERIALS & DESIGN. 117: 353-362, 2017.

Before 2016

  • Sheng Sun, Tong-Yi Zhang, Charge- and thickness-dependent inplane deformation of multilayer graphene thin films. Physical Chemistry Chemical Physics. 18:3694-3699, 2016.

  • Xu-Sheng Yang, Sheng Sun, Tong-Yi Zhang, The mechanism of bcc α′ nucleation in single hcp ε laths in the fcc γ→hcp ε→bcc α′ martensitic phase transformation. Acta Materialia. 95:264-273, 2015

  • Sheng Sun, Yue Qi, Tong-Yi Zhang, Dissecting graphene capacitance in electrochemical cell. Electrochim. Acta. 163:296–302, 2015.

  • Guoyong Wang, Jianshe Lian, Qing Jiang, Sheng Sun, and Tong-Yi Zhang, High resolution transmission electron microscopic in-situ observations of plastic deformation of compressed nanocrystalline gold. J. Appl. Phys., 116:103518, 2014.

  • Sheng Sun, Heng Zuo, Tong-Yi Zhang, Joint first-principles/continuum calculations of electromechanical properties of MoS₂ monolayer. Appl. Phys. Lett. 105: 061910, 2014.

  • Xu-Sheng Yang, Sheng Sun, Xiaolei Wu, Evan Ma, Tong-Yi Zhang, Dissecting the Mechanism of Martensitic Transformation via Atomic-Scale Observations. Scientific Reports. 4:6141, 2014.

  • Sheng Sun, Joseph T. Y. Wong and Tong-Yi Zhang, Molecular dynamics simulations of phase transition of lamellar lipid membrane in water under an electric field. Soft Matter 7:147-152, 2011.

  • Sheng Sun, Guangyao Yin, Yi-Kuen Lee, Joseph T. Y. Wong and Tong-Yi Zhang, Effects of deformability and thermal motion of lipid membrane on electroporation: By molecular dynamics simulations. Biochem. Biophys. Res. Commun. 404:684-688, 2011.

  • Sheng Sun, Joseph T. Y. Wong and Tong-Yi Zhang, Effects of external electric fields on self-assembly of phospholipids/water mixtures — Coarse-grained molecular dynamics simulations. Soft Matter 7:9307-9310, 2011.

  • Sheng Sun, Joseph T. Y. Wong and Tong-Yi Zhang, Atomistic simulations of electroporation in water pre-embedded membranes. J. Phys. Chem. B 115:13355-1359, 2011.

  • Tong-Yi Zhang, Hang Ren, Zhi-Jia Wang and Sheng Sun, Surface eigen-displacement and surface Poisson’s ratios of solids. Acta Materialia 59:4437-4447, 2011.