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姓 名: 张郑芳毕业院校: 浙江大学 职 称: 副教授 部 门: 理学院 研究方向: 微分方程数值解
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姓 名: 张郑芳毕业院校: 浙江大学 职 称: 副教授 部 门: 理学院 研究方向: 微分方程数值解
职 务:
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传 真: 办公地点: 6教南楼412 通讯地址: 电子邮箱: zhengfangzhang@hdu.edu.cn |
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张郑芳,副教授,硕士生导师。主要研究方向为特征值优化问题的有限元方法、水平集与分片常数水平集方法、形状优化分析方法、神经网络数值求解、数据分析和建模。 累计发表SCI 论文 30 余篇,授权发明专利1 项;研究成果发表于计算数学领域权威期刊,包括Journal of Computational Physics、SIAM Journal on Applied Mathematics、Journal of Scientific Computing等。其中1 篇论文入选 2013 年 7 月 ESI 高被引论文。 科研项目方面,主持完成国家自然科学基金青年项目 1 项、浙江省自然科学基金项目 3 项。 教育经历
工作经历
(1)2018-01 至 杭州电子科技大学, 理学院, 副教授 (2) 2011-06 至 2017-12, 杭州电子科技大学, 理学院, 讲师 (3) 2016-08 至 2017-02, 加州大学圣地亚哥分校, 数学系, 访问学者 (4) 2015-08 至 2016-10, 香港中文大学, 数学系, 访问学者 (5) 2010-10 至 2011-02, 加州大学圣地亚哥分校, 数学系,访问学者 |
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横向科研
纵向科研
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学术成果
论文: Jiang Shi, Erkui Yue, Xuejin Zhu, Lin Zhao, Weifeng Chen, Xiangqun Yu, Hongliang Huang, Ying Qian, Zhengfang Zhang*, Jianguo Wu*. A cost-effective and scalable machine learning approach for quality assessment of fresh maize kernel using NIR spectroscopy. Advanced Science, 12(46): e12750, 2025. Zhengfang Zhang, Shizhong Zou, Xihao Zhou, Xinping Shao, Mingyan He, Weifeng Chen. Multi-artificial neural network for inverse eigenvalue problem with the weighted Helmholtz equation. Communications in Nonlinear Science and Numerical Simulation, 142: 108544, 2025. Zhengfang Zhang, Lulu Guo, Xiangjing Gao, Weifeng Chen, Xiaoliang Cheng. Shape derivative of the Laplacian eigenvalue problem. Computers and Mathematics with Applications, 199: 127–147, 2025. Hongming Zhang, Xinping Shao, Zhengfang Zhang and Mingyan He. E-PINN: extended physics informed neural network for the forward and inverse problems of high-order nonlinear integro-differential equations. International Journal of Computer Mathematics, 101(7): 732–749, 2024. Zhengfang Zhang; Xiangjing Gao; Xiaoliang Cheng; Numerical estimation of the inverse eigenvalue problem for a weighted Helmholtz equation. Journal of Scientific Computing, 96:16, 2023. Qingxia Zhang, Zhengfang Zhang, Mingyan He, Xinping Shao, Weifeng Chen. The dielectric boundary force in molecular solvation of the generalized Poisson–Boltzmann equation with ionic sizes. International Journal of Computational Methods, 20(4): 2250060, 2023. Mingyan He; Jia Tian; Pengtao Sun; Zhengfang Zhang; An energy-conserving finite element method for nonlinear fourth-order wave equations. Applied Numerical Mathematics, 183:333-354, 2023. Bo Li; Zhengfang Zhang; Shenggao Zhou; The Calculus of Boundary Variations and the Dielectric Boundary Force in the Poisson-Boltzmann Theory for Molecular Solvation. Journal of Nonlinear Science, 31, Article number:89, 2021. Zhengfang Zhang; Yanqiang Dong; Weifeng Chen; A Non-Ersatz Material Approach for the Topology Optimization of Elastic Structures Based on Piecewise Constant Level Set Method. Communications in Computational Physics, 30:1370-1389, 2021. Zhang Z, Dai X,Chen W, A piecewise constant level set method for damage identification of continuum structures based on natural frequencies,Struct Multidisc Optim ,60:2477-2491, 2019. Zhang Z, Chen W, An approach for topology optimization of damping layer under harmonic excitations based on piecewise constant level set method,Journal of Computational Physics,390, 470-489, 2019 Zhang Z, Chen W, An approach for maximizing the smallest eigenfrequency ofstructure vibration based on piecewise constant level set method, Journal of Computational Physics,361,377–390,2018 W. Chen, W. Chen, H. Chen, Z. Zhang and H. Qu, An energy-saving color scheme for direct volume rendering,Computers & Graphics,54,57--64,2016 Zhang Z, Chen W, Cheng X, Sensitivity analysis and optimization of eigenmode localization in continuum systems. Struct Multidisc Optim ,52(2):305-317, 2015. Kong X, Zhang Z, Huang Z*, Piecewise constant level set algorithm for an inverse elliptic problem in nonlinear electromagnetism, Adv. Appl. Math. Mech., 7(3), pp. 387-406, 2015. Zhang Z, Chen W, Cheng X, A penalty optimization algorithm for eigenmode optimization problem using sensitivity analysis. Commun Comput phys,15(3):776–796,2014. Z.F. Zhang and X.L. Cheng, A boundary piecewise constant level set method for boundary control of eigenvalue optimization problems, Journal of Computational Physics, 230 (2), 458--473, 2011. Z.F. Zhang, K.W. Liang and X.L. Cheng, Greedy algorithms for eigenvalue optimization problems in shape design of two-density inhomogeneous materials, International Journal of Computer Mathematics, 88(1), 183--195, 2011. B.Li, X.L. Cheng and Z.F. Zhang, Dielectric boundary force in molecular solvation with the Poisson-Boltzmann free energy: a shape derivative approach, SIAM Journal on Applied Mathematics, 71, 2093--2111, 2011. Z.F. Zhang, K.W. Liang and X.L. Cheng, A monotonic algorithm for eigenvalue optimization in shape design problems of multi-density inhomogeneous materials, Communications in Computational Physics, 8 (3), 565--584, 2010. 著作: 专利成果: 一种基于预测-校正双神经网络融合的谷物品质分析方法, 2025-09-23, 中国, CN202510973865.4
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