简要信息
|
基本信息 | ||
|
姓 名 |
郑明杰 |
|
|
专业方向 |
材料科学与工程 | |
|
电 话 |
0551 6559 2237 | |
|
|
mingjie.zheng@inest.cas.cn | |
|
部 门 |
核材料与结构安全研究室 | |
|
学习与工作经历 | ||
|
学习经历： 2006-2009 香港中文大学 物理 博士 2003-2006 北京大学 光学 硕士 1999-2003 山东师范大学 物理学 学士 工作经历： 2014-至今 中国科学院合肥物质科学研究院 核能安全技术研究所 研究员 2010-2014 威斯康星大学麦迪逊分校 材料科学与工程 博士后 2009-2010 香港中文大学 物理 研究助理 | ||
|
研究领域 | ||
|
1.人工智能助力高强韧、耐高温、抗辐照、耐腐蚀材料设计 2.先进核能材料辐照、腐蚀多尺度模拟与性能评价 3.高熵合金设计研发 | ||
|
科研项目 | ||
|
1. 国家自然科学基金联合基金重点项目“基于机器学习的燃料包壳合金铅铋腐蚀机理研究与优化设计”，项目负责人； 2. 中国科学院国际伙伴计划全球共性挑战专项“从试错走向设计—基于晶格畸变调控的抗辐照高熵合金设计研发”，项目负责人； 3. 中国科学院先导A专项“先进核用材料研发与示范应用”-“跨尺度计算及微观腐蚀预测模型与算法”，子课题负责人； 4. 国家自然科学基金面上项目“低活化钢中子辐照肿胀的能谱效应及嬗变气体影响机制研究”，项目负责人； 5. 国家自然科学基金重点项目“辐照条件下纯金属及其合金材料的力学性能研究”，参与。 | ||
|
学术论文 | ||
|
发表SCI论文40余篇，在国际国内会议上做邀请报告10余次。 近年代表性论文： 1.C. Deng,M. Zheng*, P. Chen, X. Li, J. Xiong*, A. Shahboub, L. Luo, "An interpretable machine learning model for oxidation corrosion prediction of ferritic/martensitic steels in LBE",J. Nucl. Mater., 615 (2025) 155998. 2.Z. Du, X. Li#,M. Zheng*, S.V. Rogozhkin**, A.A. Nikitin, H. Pan, "Light-weight multi-principal element alloy Ti50V40Cr5Al5 with high strength-ductility and improved thermo-physical properties",Vacuum, 234 (2025) 114110. 3.H. Pan,M. Zheng*, X. Li*, S. Zhao, "Improved hardness prediction for reduced-activation high-entropy alloys by incorporating symbolic regression and domain adaptation on small datasets". J. Mater. Inf., 5 (2025) 6. 4.A. Shahboub, P. Chen, C. Deng, W. Ding,M. Zheng*, "Investigation of the anti-corrosion behavior of Fe-Cr oxide layer in LBE: A first-principles study",J. Nucl. Mater., 605 (2025) 155592. 5.X. Li,M. Zheng*, H. Pan, C. Mao, W. Ding, "An integrated design of novel RAFM steels with targeted microstructures and tensile properties using machine learning and CALPHAD",J. Mater. Inf., 4 (2024) 27. 6.X. Li,M. J. Zheng*, C. Li, H. Pan, W. Ding, J. Yu, "Accelerated design of low-activation high entropy alloys with desired phase and property by machine learning",Appl. Mater. Today, 36, 102000 (2024). Q1 7.H.-J. He, Y.-C. Han, X.-Y. Wang*, Y.-M. Liu, J.-C. Zhang, L. Ren,M.-J. Zheng*, Enhancing betavoltaic nuclear battery performance with 3D P+PNN+ multi-groove structure via carrier evolution, Nuclear Science and Techniques, 34 (2023) 181. Q1 8.X. Li,M. J. Zheng*, X. Yang, P. Chen, W. Ding*, "A property-oriented design strategy of high-strength ductile RAFM steels based on machine learning",Mater. Sci. Eng. A, 840 (2022) 142891. Q1 9.9.W. Ding, M. Zhang, Z. Jiang,M. J. Zheng*, W. Huang*, "First principles study on the dissolution corrosion behavior of RAFM steel in the liquid PbLi",J. Nucl. Mater., 563 (2022) 153634. 10.M. J. Zheng, W. Ding, W. Cao, S. Hu, Q. Huang*, "A quick screening approach for design of multi-principal element alloy with solid solution phase",Mater. Design.179 (2019) 107882. 11.W. Ding, Z. Jiang, J. Xin, M. Zhang,M.J. Zheng*, "Interactions between alloy elements and oxygen at the steel–liquid LBE interface determined from first-principles molecular dynamics simulations",Phys. Chem. Chem. Phys., 21 (2019) 25735-25742. 12.W. Cao, J. Xin*, W. Ding,C.Wang,Z.Sun,M. J. Zheng*,"Phase transformations in reduced-activation duplex alloy Fe52Mn30Cr18 under isothermal heat treatment",Fusion Eng. Des., 147, 111249 (2019). 13.W. Ding, Z. Jiang,M. J. Zheng*, M. Jiang, J. Xin, "The influence of crystal orientation on corrosion behavior of iron in liquid PbLi",J. Nucl. Mater.509, 212-217 (2018). 14.X. Wang#,M. J. Zheng#,and I. Szlufarska, D. Morgan*, "Continuum model for hydrogen pickup in zirconium alloys of LWR fuel cladding",J. Appl. Phys.121, 13 5101 (2017). 15.M. J. Zheng, and I. Szlufarska, D. Morgan*, "Ab initio prediction of threshold displacement energies in ZrC",J. Nucl. Mater.471, 214-219 (2016). 16.M. J. Zheng,and I. Szlufarska, D. Morgan*, "Defect kinetics and resistance to amorphization in zirconium carbide ",J. Nucl. Mater.457, 343 (2015). | ||
|
荣誉与兼职 | ||
| ||
