Jiyu Xin

Probabilistic estimation of flexural loading capacity of existing RC structures based on observational corrosion-induced crack width distribution using machine learning

Mingyang Zhang, Mitsuyoshi Akiyama, Mina Shintani et al. · Structural Safety · 2021 · 76 citations · Full text

Engineering, Materials Engineering, Materials Science +17

Reliability-based life-cycle cost design of asphalt pavement using artificial neural networks

Jiyu Xin, Mitsuyoshi Akiyama, Dan M. Frangopol et al. · Structure and Infrastructure Engineering · 2020 · 40 citations

Engineering, Civil Engineering, Design Optimization +16

Multi-objective optimisation of in-service asphalt pavement maintenance schedule considering system reliability estimated via LSTM neural networks

Jiyu Xin, Mitsuyoshi Akiyama, Dan M. Frangopol et al. · Structure and Infrastructure Engineering · 2022 · 39 citations

Engineering, Civil Engineering, Machine Learning +16

Modelling method of fibre distribution in steel fibre reinforced concrete based on X-ray image recognition

Yue Li, Xin Ruan, Mitsuyoshi Akiyama et al. · Composites Part B Engineering · 2021 · 38 citations

Engineering, Civil Engineering, Materials Engineering +14

Effects of galvanostatic and artificial chloride environment methods on the steel corrosion spatial variability and probabilistic flexural capacity of RC beams

Jiyu Xin, Mitsuyoshi Akiyama, Shinichi MIYAZATO et al. · Structure and Infrastructure Engineering · 2022 · 27 citations

Engineering, Materials Engineering, Materials Science +17