张明阳
Personal information
Highest Degree：Doctoral degree Professional Title：Assistant Professor
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,,.