深圳大学主页平台管理系统 ZHANG MINGYANG--英文主页--Scientific Research

张明阳

Personal information

Highest Degree：Doctoral degree
Professional Title：Assistant Professor

Scientific Research

英文主页 - Scientific Research

Research Interests

Structural durability, life-cycle structural performance, and the reliability of civil infrastructure

Vertical Project

[1] 广东省自然科学基金,滨海绿色混凝土结构锈胀开裂行为的离散元-有限元耦合分析理论,In research.
[2] National Natural Science Foundation of China,(52208197),Phase Field Modeling Theory for the Behavior of Reinforced Concrete Structures 3D Stochastic Cracking Induced by Steel Corrosion,In research.
[3] 深圳大学青年教师科研启动经费,(000001032223),长期荷载与环境共同作用下钢筋混凝土构件承载力退化规律研究,In research.
[4] STCSM,(21YF1449300),Research on Corrosion-induced Cracking Behavior of Reinforced Concrete Structures Based on Random Media,Completed.

Journal Paper

[1] Xuejing Wang, Xin Ruan, Joan R. Casas, Mingyang Zhang, Probabilistic Modeling of Congested Traffic Scenarios on Long-Span Bridges,Applied Sciences, 14(20), 9525,2024-10-01.
[2] Xuejing Wang, Xin Ruan, Joan R. Casas, Mingyang Zhang, Extreme response to traffic of long-span cable-stayed bridges: Comparison with existing traffic load models,Structure and Infrastructure Engineering,.
[3] Xuejing Wang, Xin Ruan, Joan R. Casas, Mingyang Zhang, Probabilistic model of traffic scenarios for extreme load effects in long-span bridges,Structural Safety, 106, 102382,2023-09-01.
[4] Mingyang Zhang, Mitsuyoshi Akiyama, Mina Shintani, Jiyu Xin, Dan M. Frangopol, Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning,Structural Safety, 91, 102098,2021-07-01.
[5] Mingyang Zhang, Weilun Wang, Deep learning-based extraction and quantification of features in XCT images of steel corrosion in concrete,Case Studies in Construction Materials, 20, e02717,2023-11-01.
[6] Bo Zhou, Mingyang Zhang, Jiaqing Zhang, Jingjie Wei. Microstructure and Phase Characterization of Alkali-Activated Slag–Fly Ash Materials with Tetrasodium of 1-Hydroxy Ethylidene-1, 1-Diphosphonic Acid (HEDP·4Na),Buildings. 2024, 14(5), 1383.,2024-05-01.
[7] Mingyang Zhang, Huijuan Song, Sopokhem Lim, Mitsuyoshi Akiyama, Dan M. Frangopol, Reliability estimation of corroded RC structures based on spatial variability using experimental evidence, probabilistic analysis and finite element method,Engineering Structures, 192, 30-52,2019-08-01.
[8] Mingyang Zhang, Naoki Nishiya, Mitsuyoshi Akiyama, Sopokhem Lim, Keisuke Masuda, Effect of the correlation of steel corrosion in the transverse direction between tensile rebars on the structural performance of RC beams,Construction and Building Materials, 264, 120678,2020-12-01.
[9] Mingyang Zhang, Xin Ruan, Yue Li, Corrosion initiation in marine concrete members considering the spatial correlation of porosity: A mesoscale probabilistic analysis,Materials and Structures, 55, 168,2022-07-01.
[10] Mingyang Zhang, Bo Zhou, Xin Ruan, Yue Li, A 3D random porous media model for cement mortar based on X-ray computed tomography,Construction and Building Materials, 341(1), 127750,2022-07-01.

Conference Papers

[1] Xuejing Wang, Xin Ruan, Joan R. Casas, Mingyang Zhang. Influence of the correlation of GVWs in the simulation of vehicle spatial distribution of extreme effects in long-span bridges. 12th International Conference on Bridge Maintenance, Safety and Management (IABMAS2024), Copenhagen, Denmark, June 24-28, 2024,,.
[2] Mingyang Zhang, Weilun Wang. U-Net model-based XCT images segmentation for steel corrosion in concrete. 12th International Conference on Bridge Maintenance, Safety and Management (IABMAS2024), Copenhagen, Denmark, June 24-28, 2024,,.
[3] Mingyang Zhang. Machine Learning-based Probabilistic Estimation of Flexural Loading Capacity of Corroded RC Structures Using Crack Width Distribution. The 4th International Conference on Vulnerability and Risk Analysis and Management (ICVRAM 2024) the 8th International Symposium on Uncertainty Modelling and Analysis (ISUMA 2024) April 25-27, 2024, Shanghai, China,,.
[4] Mina Shintani, Mitsuyoshi Akiyama, Mingyang Zhang, Jiyu Xin, Probabilistic estimation of structural capacity of corroded RC beams using inspection information and machine learning techniques. Paper ID = 0094, Proceeding of the 13th International Conference on Structural Safety & Reliability (ICOSSAR 2021-2022), Shanghai, China,,.
[5] 新谷美菜，増田啓佑，張明陽，辛寄語，秋山充良：劣化RC部材から得られた観測情報とニューラルネットワークを用いた確率論的耐荷力評価に関する基礎的研究，令和2年度土木学会全国大会第75回年次学術講演会概要集，I-469，2020,,.
[6] 新谷美菜，秋山充良，張明陽，辛寄語：LSTMを用いた腐食ひび割れを有するRC部材の残存耐荷力推定に関する確率論的考察，AI・データサイエンス論文集，第1巻，J1号，pp.117-121,2020,,.
[7] Mingyang Zhang, Sopokhem Lim, and Mitsuyoshi Akiyama, Dan M. Frangopol, Reliability estimation of RC structures using FEM coupled with random fields considering spatial variability of steel corrosion, 7th International Symposium on Reliability Engineering and Risk Management (ISRERM2020), Beijing, China, 2020. (“Best Student Paper Award”),,.
[8] Mingyang Zhang, Sopokhem Lim, Mitsuyoshi Akiyama, Dan M. Frangopol, Modeling spatial variability of steel corrosion using Gumbel distribution. 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP13), Seoul, South Korea, 2019,,.
[9] Sopokhem Lim, Mingyang Zhang, Mitsuyoshi Akiyama, Influences of current density on the spatial steel corrosion and reliability of corrosion-affected RC beams. Proceedings of the fib Symposium 2019, Concrete - Innovations in Materials, Design and Structures, 2091-2097, Krakow, Poland, 2019,,.
[10] Mingyang Zhang, Sopokhem Lim, Chengzhi Zhang, Mitsuyoshi Akiyama, Reliability estimation of corroded RC beams considering the spatial variability associated with steel corrosion, The Ninth Japan Conference on Structural Safety and Reliability (JCOSSAR2019), 33-34, Tokyo, Japan, 2019,,.

Software Copyright Registration

[1] LabelXpert软件V1.0，2024SR1542022