Zixiang Yue

Mechanics-Guided optimization of an LSTM network for Real-Time modeling of Temperature-Induced deflection of a Cable-Stayed bridge

Zixiang Yue, Youliang Ding, Hanwei Zhao et al. · Engineering Structures · 2021 · 67 citations

Real-time Modeling, Bridge Design, Engineering +12

Deep Learning-Based Minute-Scale Digital Prediction Model of Temperature-Induced Deflection of a Cable-Stayed Bridge: Case Study

Zixiang Yue, Youliang Ding, Hanwei Zhao · Journal of Bridge Engineering · 2021 · 66 citations

Bridge Design, Engineering, Service Life Prediction +14

Ultra-high precise Stack-LSTM-CNN model of temperature-induced deflection of a cable-stayed bridge for detecting bridge state driven by monitoring data

Zixiang Yue, Youliang Ding, Hanwei Zhao et al. · Structures · 2022 · 22 citations

Bridge Design, Engineering, Civil Engineering +5

Case Study of Deep Learning Model of Temperature-Induced Deflection of a Cable-Stayed Bridge Driven by Data Knowledge

Zixiang Yue, Youliang Ding, Hanwei Zhao et al. · Symmetry · 2021 · 19 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +15

Structural health monitoring data cleaning based on Bayesian robust tensor learning

Letian Yi, Youliang Ding, Jiale Hou et al. · Structural Health Monitoring · 2022 · 13 citations

Anomaly Detection, Machine Learning, Engineering +17