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Tianyu Hu

A machine learning model based on GAN-ANN data augmentation for predicting the bond strength of FRP-reinforced concrete under high-temperature conditions
2025 · Hailong Qu, Tianyu Hu, et al. · Composite Structures · 39
Enhancing bond strength prediction at UHPC-NC interface: A data-driven approach with augmentation and explainability
2024 · Tianyu Hu, Hong Zhang, et al. · Construction and Building Materials · 32
Explainable machine learning model for load-deformation correlation in long-span suspension bridges using XGBoost-SHAP
2024 · Mingyang Chen, Jingzhou Xin, et al. · Developments in the Built Environment · 31
BP Neural Network Improved by Sparrow Search Algorithm in Predicting Debonding Strain of FRP‐Strengthened RC Beams
2021 · Guibing Li, Tianyu Hu, et al. · Advances in Civil Engineering · 30
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Prediction of the Debonding Failure of Beams Strengthened with FRP through Machine Learning Models
2023 · Tianyu Hu, Hong Zhang, et al. · Buildings · 29
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Accurate Prediction of Punching Shear Strength of Steel Fiber-Reinforced Concrete Slabs: A Machine Learning Approach with Data Augmentation and Explainability
2024 · Cheng Cheng, Woubishet Zewdu Taffese, et al. · Buildings · 27
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Explainable machine learning: Compressive strength prediction of FRP-confined concrete column
2024 · Tianyu Hu, Hong Zhang, et al. · Materials Today Communications · 26
Data-driven model for predicting intermediate crack induced debonding of FRP-strengthened RC beams in flexure
2022 · Guibing Li, Tianyu Hu, et al. · Structures · 22
Machine Learning Based Compressive Strength Prediction Model for CFRP-confined Columns
2023 · Yong Yu, Tianyu Hu · KSCE Journal of Civil Engineering · 19
Data-Driven Model for Predicting the Compressive Strengths of GFRP-Confined Reinforced Concrete Columns
2023 · Haolin Li, Dongdong Yang, et al. · Buildings · 18
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Machine learning-based model for recognizing the failure modes of FRP-strengthened RC beams in flexure
2023 · Tianyu Hu, Hong Zhang, et al. · Case Studies in Construction Materials · 15
A new, fast, and accurate algorithm for predicting soil slope stability based on sparrow search algorithm-back propagation
2023 · Binbin Zheng, Jiahe Wang, et al. · Natural Hazards · 13
Fatigue life prediction of corroded steel wires: An accurate and explainable data-driven approach
2024 · Houxuan Li, Hong Zhang, et al. · Construction and Building Materials · 12
Corrosion degree detection of ferromagnetic materials using a hybrid machine learning approach and self-magnetic flux leakage technology
2024 · Hong Zhang, Houxuan Li, et al. · Measurement · 12
Explainable prediction model for punching shear strength of FRP-RC slabs based on kernel density estimation and XGBoost
2024 · Sheng Zheng, Tianyu Hu, et al. · Scientific Reports · 11
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Data-Driven Prediction Model for High-Strength Bolts in Composite Beams
2023 · Haolin Li, Xinsheng Yin, et al. · Buildings · 9
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Machine Learning‐Based Model in Predicting the Plate‐End Debonding of FRP‐Strengthened RC Beams in Flexure
2022 · Tianyu Hu, Guibing Li · Advances in Civil Engineering · 8
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Interpretable Machine Learning-Based Prediction Model for Concrete Cover Separation of FRP-Strengthened RC Beams
2024 · Sheng Zheng, Tianyu Hu, et al. · Materials · 7
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Intelligent recognition of failure modes in fiber reinforced polymer strengthened reinforced concrete beams: Deep generative modeling and explainable machine learning
2026 · Tianyu Hu, Hong Zhang, et al. · Engineering Applications of Artificial Intelligence · 6
Study on quantitative assessment of stress state of RC beams based on force-magnetic coupling effect
2025 · Jianting Zhou, Kai Tong, et al. · Engineering Structures · 6
A Data Driven Model for Predicting the Fatigue Life of 7075-T651 Aluminum Alloy Considering the Effects of the Size of Pits
2022 · Yu XuanRui, Zhang Gao Feng, et al. · Structures · 6
A failure mode identification model for UHPC-strengthened damaged flexural RC beams based on generative adversarial networks and machine learning
2026 · Tianyu Hu, Hong Zhang, et al. · Applied Soft Computing · 4
Prediction of residual strength of corroded reinforced concrete beams: Model construction and experimental verification
2025 · Tianyu Hu, Hong Zhang, et al. · Journal of Building Engineering · 4
Prediction of Allowable Debonding Strain of FRP-Strengthened RC Beam Based on GA-BP Neural Network
2021 · Tianyu Hu, Jiahe Wang, et al. · IOP Conference Series Earth and Environmental Science · 4
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Research on Magnetic Memory Detection of Stress States in Bridge Steel Structure Welds under Bending Stress
2026 · Zhenfeng He, Shike Zhang, et al. · Journal of Nondestructive Evaluation · 3
Works count: 31
Citation count: 440
H-index: 13
I10-index: 16
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