电子邮件:chenxizh@sjtu.edu.cn
通讯地址:上海市东川路800号化学化工学院A楼407A
个人主页: 招收2025年入学硕士博士生
2006-2010 厦门大学, 化学工程及数理经济学, 双学士, 导师:罗正鸿教授
2010-2016 中国科学院过程工程研究所, 化学工程博士, 导师:王军武研究员和李静海院士
2021-2022 英国谢菲尔德大学, 助理教授, 博士生导师
2020-2021 爱尔兰国立科克大学, 礼来制药冠名讲师, 博导
2018-2020 英国剑桥大学, 博士后, 合作导师: James Elliott教授
2016-2018 爱丁堡大学, 玛丽居里博后, 合作导师: Jin Ooi教授
2025年招收若干 化学工程、计算机仿真、粉体工程、固体制剂制药、计算流体力学、人工智能等方向 研究生及博后,欢迎有志之士联系!
主持/参与了欧盟、英国及中国多项政产学研重大项目, 与跨国化工公司 (巴斯夫、庄信万丰、雀巢等),制药巨头(辉瑞、阿斯利康、GSK等),仪器设备公司(马尔文帕纳科、卡尔蔡司等),软件公司(IBM、西门子、EDEM等)等开展了广泛深入的生产研发项目合作
Jiang, Y., Byrne, E., Glassey, J., & Chen, X. Integrating Graph Neural Network-Based Surrogate Modeling with Inverse Design for Granular Flows. Industrial & Engineering Chemistry Research, (2024), 63 (20), 9225-9235.
Lin, L., Zhang, Y., Wang, L., & Chen, X. A comprehensive review of characterization techniques for particle adhesion and powder flowability. International Journal of Pharmaceutics, (2024), 125029.
Gao, X., Yan, W. C., Chen, X., & Luo, Z. Multiscale Modeling and Artificial Intelligence for Multiphase Flow Science. Industrial & Engineering Chemistry Research, (2024), 63(22), 9609-9610.
Lin, L., Zhang, X., Yu, M., Mujtaba, I. M., & Chen, X. Optimized structure design for binary particle mixing in rotating drums using a combined DEM and Gaussian process-based model. Digital Chemical Engineering, (2024), 12, 100175.
Lin, L., Yu, M., Liu, Y., Chen, X., & Luo, Z. A comparative analysis of techniques for characterizing particle-scale adhesion and cohesion. Powder Technology, (2024), 447, 120203.
Dai, S., Meng, F., Wang, Q., & Chen, X. DP2-NILM: A distributed and privacy-preserving framework for non-intrusive load monitoring. Renewable and Sustainable Energy Reviews, (2024), 191, 114091.
Jiang, Y., Byrne, E., Glassey, J., & Chen, X. Reduced-order modeling of solid-liquid mixing in a stirred tank using data-driven singular value decomposition. Chemical Engineering Research and Design,(2023), 196, 40-51.
X Chen, L Wang, F Meng and Z Luo, Physics-Informed Deep Learning for Modelling Particle Aggregation and Breakage Processes, Chemical Engineering Journal, (2022), 131220.
Wang L G, Ge R, Chen X. Establishing an oblique impact breakage master curve using a DEM bonded contact model. Computers and Geotechnics, (2022), 145: 104668.
X Chen, D Peng, JP Morrissey, & JY Ooi. A comparative assessment and unification of bond models in DEM simulations. Granular Matter, (2022), 24(1), 1-20.
L Zhu, X Chen, B Ouyang, W Yan, H Lei, Z Chen, & Z Luo. Review of Machine Learning for Hydrodynamics, Transport, and Reactions in Multiphase Flows and Reactors. Industrial & Engineering Chemistry Research, (2022), 61, 28, 9901–9949
Wang L G, Ge R, Chen X, et al. Multiscale digital twin for particle breakage in milling: From nanoindentation to population balance model. Powder Technology, (2021), 386: 247-261.
X Chen, James Elliott, On the scaling law of JKR contact model for coarse-grain cohesive particles, Chemical Engineering Science, (2020), 227, 115906
P Gajjar, I Styliari, T Nguyen; J Carr, X Chen, J Elliott, …, D Murnane, 3D Characterisation of Dry Powder Inhaler Formulations: Developing X-ray Micro Computed Tomography Approaches. European Journal of Pharmaceutics and Biopharmaceutics, (2020), 151, 32-44
J Wang, X Chen, W Bian, B Zhao, and J Wang, Quantifying the non-equilibrium characteristics of heterogeneous gas–solid flow of smooth, inelastic spheres using a computational fluid dynamics–discrete element method, Journal of Fluid Mechanics (2019), 866, 776-790
X Chen, J Wang. Mesoscale-structure-based dynamic multiscale method for gas-solid flow. Chemical Engineering Science ( 2018), 192, 864-881
X Chen, J Wang. Dynamic Multiscale Method for Gas-Solid Flow via Spatiotemporal Coupling of Two-Fluid Model and Discrete Particle Model. AIChE Journal (2017), 63, 3681-3691.
X Chen, J Wang. A comparison of two-fluid model, dense discrete particle model and CFD-DEM method for modeling impinging gas–solid flows. Powder Technology (2014), 254, 94-102.
X Chen, J Wang, J Li. Coarse grid simulation of heterogeneous gas–solid flow in a CFB riser with polydisperse particles. Chemical Engineering Journal (2013), 234, 173-183.
X Chen, Z Luo, W Yan, Y Lu, I Ng. Three-dimensional CFD-PBM coupled model of the temperature fields in fluidized-bed polymerization reactors. AIChE Journal (2011), 57, 3351-3366.
指导三名博士后(一人获得上海市超级博士后),三名博士生及多名硕士;
指导学生获得百度飞桨AI共创计划特等奖、阿里云和英伟达举办的GPU Hackathon技术创新奖、首届粤港澳AI for Science科技竞赛一等奖、全国首届化工行业人工智能应用创新大赛创新先锋奖及优胜奖
致远未来学者计划顾问导师
百度 AI For Science学术导师
新加坡国立大学客座讲师
中国颗粒学会 青年理事
中国化工学会过程模拟及仿真专业委员会 青年委员
Mathematical Problems in Engineering及Resources Chemicals and Materials期刊编委会成员
Particuology期刊及Green Chemical Engineering期刊青年编委
Processes期刊及Int. J. Chem. Reactor Eng.期刊客座编辑
Frontiers in Chemical Engineering 及 Frontiers in Nanotechnology research等期刊编辑
国家高层次引进人才计划(海外优青)
上海市海外高层次人才引进计划
未来化工学者(全球华人化工学者学会)
Exceptional Promise (英国皇家工程院)
欧盟玛丽居里学者
国际先进过程模拟大会最佳墙报奖
Particuology杰出审稿人等
课题组常年接收本科生、研究生、博士后及访问学者,研究课题将量身定做,团队氛围开放进取,与剑桥及爱丁堡大学等世界百强大学及五百强企业保持良好合作交流,欢迎怀才有志之士联系!
感兴趣请发一份简历或 Motivation Letter 邮件联系,期待与您一起奋斗!