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个人简介

严资林,男,湖北麻城人,博士,副教授,博士研究生导师。分别于2007年和2010年获得华中科技大学本科学位和中科院研究生院(现中国科学院大学)硕士学位。2013年同时获得法国格勒诺布尔大学和德国达姆施塔特工业大学博士学位。2013-2015获玛丽居里计划资助在英国Jonson Matthey技术中心从事粉体力学计算基础研究,2015-2019年受聘日本NEDO项目特任研究员在东京大学从事固体氧化燃料电池多物理模拟和相关实验工作。长期以来主要运用多尺度和多物理场的材料计算(主要包括离散元、动力学蒙特卡罗、格子玻尔兹曼方法、有限元等),结合实验3D表征验证(主要包括同步光源X射线2D/3D成像技术和FIB-SEM 3D重构技术)来研究能源陶瓷器件(主要包括陶瓷电容和固体氧化燃料电池)从粉体成型到粉体烧结过程中材料微观结构变化和宏观性能之间的联系。近年来将人工智能方法及大数据技术引入科研工作,所发展的数值仿真技术和材料信息挖掘技术已成功用于固体氧化燃料电池的烧结工艺优化。成果在能源领域知名期刊Appl Energy、J Power Sources 、Energy Convers Manag、 Int J Hydrog Energy以及材料类知名期刊Chem Eng J、Acta Mater、Mater Des、Scripta Mater、APL、J Eur Ceram Soc、J Am Ceram Soc等期刊上发表论文50余篇。在International Symposium on SOFCs、Asian Symposium on SOFCs 、International Conference on Sintering在多个国际知名学术会议上发表会议论文20余篇,在国际会议上获最佳海报奖2次。担任期刊Frontiers in Chemical Engineering和Applied Sciences客座编辑、16届世界固体氧化物燃料电池论坛(SOFC-XVI)会议文集共同编辑,为Applied Energy、Energy Convers Manag、Electrochimica Acta、Int J Hydrog. Energy、Chemical Engineering Science等国际期刊同行评审。 教育经历 2010-2013 法国格勒诺布尔大学(Université Grenoble Alpes),博士 2010-2013 德国达姆施塔特工业大学 (Technical University of Darmstad), 博士 2007-2010 中国科学院大学,硕士 2003-2007 华中科技大学,本科 工作经历 2022.05-2025.01 哈尔滨工业大学(深圳)理学院,副教授、博导 2019.10-2025.01 哈尔滨工业大学(深圳)理学院,副教授 2015.12-2019.10 日本国立东京大学生产技术研究所,特任研究员 2015.04-2015.05 德国Fraunhofer Institute for Mechanics of Materials(Freiburg),访问学者 2013.11-2015.11 英国Johnson Matthey技术研发中心,玛丽居里研究员 奖励和荣誉 2023 International Conference on Sintering 2023, Best Poster Award (Gifu) 2022 广东省高层次人才-青年项目 2020 深圳市海外高层次人才C类 2018 16th Asian Conference on Solid State Ionics & 5th Asian SOFC Symposium, Excellent Poster Award (Shanghai) 2013 欧盟玛丽居里学者(Marie Curie Fellow) 2013 国家优秀自费留学生奖学金 2011 International Conference on Sintering 2011, Best Poster Award(Jeju) 2010 欧盟伊拉莫斯学者(Erasmus Mundus PhD Fellow) 2009 中科院合肥物质科学研究院 "院长奖学金" 科研项目 2023.08-2025.12 陕煤-秦岭计划项目,主持 2023.04-2025.04 深圳市氢能产业扶持计划项目-深圳市工程中心,参与 2022.01-2024.12 广东省普通高校创新团队项目,参与 2022.01-2025.12 国家自然科学基金(面上),主持 2022.01-2022.12 国家自然科学基金(专项),参与 2021.10-2023.10 深圳市自然科学基金基础研究项目(重点),参与 2020.06-2022.12 深圳市海外人才引进项目,主持 2020.04-2022.04 哈尔滨工业大学深圳校区新进教师启动项目,主持

研究领域

计算力学与材料材料 多层陶瓷器件(固体氧化燃料电池、多层陶瓷电容等) 机器学习-材料-力学交叉

近期论文

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Z. Yan, Y. Gao, H. Zhang. Materials Development and Potential Applications of Ceramics: New Opportunities and Challenges. Applied Sciences, 13(2023):10957. Z. Guo, X. Liu, Z. Pan, Y. Zhou*, Z. Zhong, Z. Yan. Data augmentation and data mining towards microstructure and property relationship for composites, Engineering Computations, 40 (2023):1617-1632. S. Zhou, X. Liu, Z. Yan*, S. Hara, N. Shikazono, Z. Zhong*. Kinetic Monte Carlo (KMC) Simulation of Sintering of Nickel Oxide-Yttria Stabilized Zirconia Composites: Model, Parameter Calibration and Validation, Materials & Design, 232 (2023): 112094. Y. Wu, Z. Yan, J. Xu, Z. Zhong, X. Xu*. Insight into mechanism of boosted oxygen reduction reaction in mixed-conducting composite cathode of solid oxide fuel cell via a novel open-source pore-scale model, Chemical Engineering Journal, 469(2023): 143854. X. Liu, Z. Yan*, J. Wu, J. Huang, Y. Zheng, NP. Sullivan, R. O'Hayre, Z. Zhong*, Z. Pan*, Prediction of impedance responses of protonic ceramic cells using artificial neural network tuned with the distribution of relaxation times, Journal of Energy Chemistry,78(2023): 582-588. F. Liang, J. Yang, Y. Zhao, Y. Zhou, Z. Yan, J. He, Q. Yuan, J. Wu, P. Liu, Z. Zhong, M. Han. A review of thin film electrolytes fabricated by physical vapor deposition for solid oxide fuel cells, International Journal of Hydrogen Energy,47(87)2022:36926-36952, D You, H. Tan*, Z. Yan*, H. Gao, S. Chen, W. Ma, P. Fan, NMA Tran, Y. Liu*, D. Salamon, H. Zhang*. Enhanced Dielectric Energy Storage Performance of 0.45Na0.5Bi0.5TiO3-0.55Sr0.7Bi0.2TiO3/AlN 0–3 Type Lead-Free Composite Ceramics, ACS Applied Materials & Interfaces 2022 14 (15), 17652-17661. S. Huang, K. Liu, W. Zhang, B. Xie*, Z. Dou, Z. Yan, H Tan, C. Samart, S. Kongparakul, N. Takesue, H. Zhang*. All-Organic Polymer Dielectric Materials for Advanced Dielectric Capacitors: Theory, Property, Modified Design and Future Prospects, Polymer Reviews, https://doi.org/10.1080/15583724.2022.2129680 X. Zhou, K. Liu, Z. Yan, B. Xie, P. Fan, S. Chen, C. Samart, D. Salamon, H. Tan, Z. Fan, H. Zhang,High energy storage efficiency of NBT-SBT lead-free ferroelectric ceramics,Ceramics International, 48(16):2022:23266-23272. 张曦,严资林,周晔欣*,仲政, 含梯度阳极固体氧化物燃料电池热残余应力与失效概率分析. 硅酸盐学报, 2022, 50(5):10.14062/j.issn.0454-5648.20210365 Z. Yan*, A. He, S. Hara, N. Shikazono, Design and Optimization of Functionally Graded Electrodes for Solid Oxide Fuel Cells (SOFCs) by Mesoscale Modeling. International Journal of Hydrogen Energy, 47(37)2022:16610-16625. Z. Pan, Q. Liu, Z. Yan, Z. Jiao, L. Bi, S H Chan, Z. Zhong, On the delamination of air electrodes of solid oxide electrolysis cells: A mini-review, Electrochemistry Communications, 2022:107267. L. Cheng, K. Liu, H. Gao, Z. Fan, N. Takesue, H. Deng, H. Zhang, Y. Hu*, H. Tan*, Z. Yan*, Y. Liu*. Energy storage performance of sandwich structure composites with strawberry-like Ag@SrTiO3 nanofillers, Chemical Engineering Journal, 435(2)(2022):135064. Z. Pan*, J. Shen, J. Wang, X. Xu, W.P. Chan, S. Liu, Y. Zhou*, Z. Yan, Z. Jiao, T-T Lim, Z. Zhong. Thermodynamic analyses of a standalone diesel-fueled distributed power generation system based on solid oxide fuel cells. Applied Energy, 308(2022): 118396. H. Tan, Z. Yan*, S-G Chen, C. Samart, N. Takesue, D. Salamon, Y. Liu, H. Zhang*. SPS prepared NN-24SBT lead-free relaxor-antiferroelectric ceramics with ultrahigh energy-storage density and efficiency. Scripta Materialia, 210(2022): 114428. X. Liu, S. Zhou, Z. Yan*, Z. Zhong*, N. Shikazono, S. Hara. Correlation between microstructures and macroscopic properties of nickel/yttria-stabilized zirconia (Ni-YSZ) anodes: Meso-scale modeling and deep learning with convolutional neural networks. Energy and AI, 7(2022):100122. L. Cheng, H. Gao, K. Liu, H. Tan, P. Fan, Y. Liu, Y. Hu*, Z. Yan* and H. Zhang*, Research Progress on Multilayer-Structured Polymer-Based Dielectric Nanocomposites for Energy Storage. Macromol. Mater. Eng. 2100822. https://doi.org/10.1002/mame.202100822. Y. Wu, X. Xu*, Z. Yan, Z. Zhong. Thermo-Electro-Chemo-Mechanical Modeling of Solid Oxide Fuel Cell for Stress and Failure Evolution during Duty Cycle. Journal of The Electrochemical Society, 2021,168 (4): 044511 X. Liu, Z. Yan*, Z. Zhong*. Predicting elastic modulus of porous La0.6Sr0.4Co0.2Fe0.8O3-δ cathodes from microstructures via FEM and deep learning. International Journal of Hydrogen Energy, 2021, 46 (42): 22079-22091 G. Okuma, R. Miyaki, K. Shinobe, A. Sciazko, T. Shimura, Z. Yan, S. Hara, T. Ogashiwa, N. Shikazono, F. Wakai. Anisotropic microstructural evolution and coarsening in free sintering and constrained sintering of metal film by using FIB-SEM tomography. Acta Materialia, 2021, 215: 117087 X. Zhang, Z. Yan, Y. Zhou, Z. Zhong. Thermal Residual Stress and Failure Probability of Functionally Grade Ni-YSZ Anode of Solid Oxide Fuel Cells Using a Finite Element Analysis. ECS Transactions, 2021, 103 (1):2217-2231 X. Liu, S. Zhou, Z. Yan, Z. Zhong, N. Shikazono, S. Hara. Correlation Between Microstructure and Macroscopic Properties of Solid Oxide Fuel Cell Composite Anode: Mesoscale Modeling and Deep Learning with Convolutional Neural Network. ECS Transactions, 2021, 103(1):1927-1938. 徐心海, 吴愉华, 严资林, 仲政*. 固体氧化物燃料电池宏观力学效应研究进展. 力学进展, 2021, 51(01):62-81. 鹿園直毅, 原祥太郎,Jiao Zhenjun,Yan Zilin,「固体酸化物燃料電池電極の構造変化過程の3D計測とシミュレーション」,セラミックス,55-57 (2020):488-492. Before joining HITsz Z. Yan*, S. Hara, N. Shikazono, W. Negishi and A. Kajihara, Microstructure Anisotropy of La0.6Sr0.4Co0.2Fe0.8O3-δ Film on Rigid Gd0.1Ce0.9O1.95 Substrate During Constrained Sintering, J. Eur. Ceram. Soc., 39(2019) 4850-4863. Z. Yan*, A. He, S. Hara, N. Shikazono, Modeling of Solid Oxide Fuel Cell (SOFC) Electrodes from Fabrication to Operation: Microstructure Optimization via Artificial Neural Networks and Multi-objective Genetic Algorithms, Energy Convers. Manag., 198(2019)111916. Z. Yan*, A. He, S. Hara, N. Shikazono, Modeling of Solid Oxide Fuel Cell (SOFC) Electrodes from Fabrication to Operation: Correlations between Microstructures and Electrochemical Performances, Energy Convers. Manag., 190(2019)1-13. Z. Yan*, A. He, S. Hara, N. Shikazono, In-Silico Design of Functionally Graded Electrodes for Solid Oxide Fuel Cells, ECS Transactions, 91(2019) 2055-2064. Z. Yan*, S. Hara, Y. Kim, N. Shikazono. Towards a realistic prediction of sintering of solid oxide fuel cell electrodes: From tomography to discrete element and kinetic Monte Carlo simulations. Scripta Mater., 146(2018)31-35. G. Forte, P.J. Clark, Z. Yan, E.H. Stitt, M. Marigo. Using a Freeman FT4 rheometer and Electrical Capacitance Tomography to assess powder blending, Powder Technol., 337(2018) 25-35. Z. Yan*, S. Hara, Y. Kim, N. Shikazono. Homogeneity and representativeness analyses of solid oxide fuel cell cathode microstructures. Int. J. Hydrog. Energy, 42 (2017)30166-30178. Z. Yan*, S. Hara, N. Shikazono. Effect of powder morphology on the microstructural characteristics of La0.6Sr0.4Co0.2Fe0.8O3 cathode: A Kinetic Monte Carlo investigation. Int. J. Hydrog. Energy, 42(2017) 12601-12614. Z. Yan*, S. Hara, Y. Kim, N. Shikazono. Microstructural control of La0.6Sr0.4Co0.2Fe0.8O3 (LSCF) cathode by validated kinetic Monte Carlo simulations. ECS Transactions, 78(2017)717-728. Z. Yan*, Y. Kim, S. Hara, N. Shikazono. Prediction of La0.6Sr0.4Co0.2Fe0.8O3 cathode microstructures during sintering: Kinetic Monte Carlo (KMC) simulations calibrated by artificial neural networks. J. Power Sources, 346(2017)103-112. S.K. Wilkinson, S.A. Turnbull, Z. Yan, E.H. Stitt, M. Marigo. A parametric evaluation of powder flowability using a Freeman rheometer through statistical and sensitivity analysis: A discrete element method (DEM) study. Comput. Chem. Eng., 97(2017)161-174. Z. Yan, C.L. Martin*, D. Bouvard, D. Jauffrès, P. Lhuissier, L. Salvo, L. Olmos, J.Villanova, O. Guillon. Coupling in-situ X-ray micro-and nano-tomography and discrete element method for investigating high temperature sintering of metal and ceramic powders. EPJ Web of Conferences, 140(2017)13006. C.L. Martin, Z. Yan, D. Jauffres, D. Bouvard, R.K. Bordia. Sintered ceramics with controlled microstructures: numerical investigations with the Discrete Element Method. J. Ceram. Soc. Jpn. ,124 (2016)340-34. (invited paper) Z. Yan*, S.K. Wilkinson, E.H. Stitt, M. Marigo. Discrete element modelling (DEM) input parameters: understanding their impact on model predictions using statistical analysis. Comput. Part. Mech., 2 (2015) 283-299. Z. Yan, S.K. Wilkinson*, E.H. Stitt, M. Marigo. Investigating mixing and segregation using discrete element modelling (DEM) in the Freeman FT4 rheometer. Int. J. Pharma., 513(2016)38-48. Z. Yan, O. Guillon*, C.L. Martin, S. Wang, C.-S. Lee, F. Charlot, D. Bouvard. Correlative studies on sintering of Ni/BaTiO3 multilayers using X-ray computed nanotomography and FIB-SEM nanotomograhy. J. Am. Ceram. Soc., 98(2015) 1338-1346. Z. Yan, C. L. Martin*, O. Guillon, D. Bouvard, C.-S. Lee, Microstructure evolution during the co-sintering of Ni/BaTiO3 multilayer ceramic capacitors modeled by discrete element simulations, J. Eur. Ceram. Soc., 34 (2014)3167-3179. Z. Yan, C.L. Martin*, O. Guillon, D. Bouvard, Effect of size and homogeneity of rigid inclusions on the sintering of composites, Scripta Mater., 69 (2013) 327-330. Z. Yan, O. Guillon*, C.L. Martin, S. Wang, C-S. Lee D. Bouvard, In-situ synchrotron x-ray microscopy of sintering of multilayers. Appl. Phys. Lett., 102(2013)223107. X. Chen, Q. Huang*, Z. Yan, Y. Song, S. Liu, Z. Jiang, et al. preliminary study of HDA coating on CLAM steel followed by high temperature oxidation. J. Nucl. Mater., 442(2013) S597-S602. Z. Yan, O. Guillon*, S. Wang, C.L. Martin, C-S. Lee, D. Bouvard, Synchrotron x-ray nano-tomography characterization of the sintering of multilayered systems. Appl. Phys. Lett., 100(2012)263107. Q. Huang*, C. Li, Q. Wu, S. Liu, S. Gao, Z. Guo, Z. Yan, et al, Progress in development of CLAM steel and fabrication of small TBM in China, J. Nucl. Mater. ,417(2011)85-88. Z. Yan*, Q. Huang, Z. Guo, Y. Song, C. Li, S. Liu, et al. Vacuum plasma sprayed FeAl/Al2O3 functionally graded coatings for fusion reactor applications. Fusion Des. Eng. , 85(2010)1542-1545. Z. Guo, Q. Huang, Z. Yan, S. Gao, Y. Song, Z. Zhu, et al. Compatibility of atmospheric plasma sprayed Al2O3 coatings on CLAM with Liquid LiPb, Fusion Des. Eng., 85(2010)1469-1473. Q. Huang*, S. Gao, Z. Zhu, Z. Guo, X. Ling, Z. Yan, et al. Corrosion Experiments of the Candidate Materials for Liquid Lithium Lead Blanket of Fusion Reactor, Advances in Sciences and Technology 73(2010)41-50. 黄群英*, 李春京, 刘少军, 严资林, 高胜, 吴庆生, 李艳芬, 宋勇, 朱志强, 柏云清, 郭智慧, 吴宜灿, FDS团队.中国实验包层模块材料研发进展. 核科学与工程, 2009, 29(03):260-265. 黄群英*, 宋勇, 郭智慧, 严资林, 李春京, 王永亮, 吴宜灿, 周新贵, 李合琴,巨新. 聚变堆液态金属锂铅包层多功能涂层研发.核科学与工程, 2008 (03): 256-262. 严资林*, 黄群英, 宋勇, 郭智慧, 吴宜灿. CLAM钢基体表面Al2O3功能梯度涂层残余应力模拟分析. 核科学与工程, 2008, 28(04): 289-294. 郭智慧*, 黄群英, 宋勇, 严资林, 吴宜灿. CLAM钢基体上大气等离子体喷涂制备氧化铝涂层工艺研究. 核科学与工程, 2008, 28(04): 295-299.

学术兼职

学术学会会员 2022 中国颗粒学会会员 2020 中国力学学会会员 2019 日本机械学会会员 2017 美国陶瓷学会会员 教育部学位论文评审专家 期刊邀请审稿人 Applied Energy Energy Convers Management Journal of Power Sources Acta Materialia Journal of Energy Chemistry Journal of American Ceramic Society International Journal of Hydrogen Energ Electrochimica Acta International Journal of Energy Research Powder Technology Chemical Engineering Science Journal of Smart and Nano Materials Engineering Computation Applied Mathematics and Mechanics Energy and AI International Journal of Green Energy International Journal of Electrochemical Science Fusion Engineering and Design

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