Ruiyang Zhang 
- : Channel-attention-based LSTM network for modeling temperature-induced responses of cable-stayed bridges. Dans: Structural Health Monitoring.
- (2024): Long short_term memory (LSTM) neural networks for predicting dynamic responses and application in piezoelectric energy harvesting. Dans: Smart Materials and Structures, v. 33, n. 7 (7 juin 2024).
- (2024): Fire and post-fire performance of unbonded semi-precast prestressed reinforced concrete beams. Dans: Engineering Structures, v. 308 (juin 2024).
- (2024): Modal expansion-based deep learning framework for metamodeling vehicle-induced vibrations of bridges under vehicle fleets. Dans: Structures, v. 63 (mai 2024).
- (2023): A Frequency-Based Ground Motion Clustering Approach for Data-Driven Surrogate Modeling of Bridges. Dans: Journal of Engineering Mechanics (ASCE), v. 149, n. 9 (septembre 2023).
- (2023): Attention mechanism based neural networks for structural post-earthquake damage state prediction and rapid fragility analysis. Dans: Computers & Structures, v. 281 (juin 2023).
- (2023): Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges. Dans: Computers & Structures, v. 275 (janvier 2023).
- (2021): Spatiotemporal Deep Learning for Bridge Response Forecasting. Dans: Journal of Structural Engineering (ASCE), v. 147, n. 6 (juin 2021).
- (2020): Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling. Dans: Engineering Structures, v. 215 (juillet 2020).
- (2020): Machine Learning Approach for Sequence Clustering with Applications to Ground-Motion Selection. Dans: Journal of Engineering Mechanics (ASCE), v. 146, n. 6 (juin 2020).
- (2019): Cyber‐physical approach to the optimization of semiactive structural control under multiple earthquake ground motions. Dans: Computer-Aided Civil and Infrastructure Engineering, v. 34, n. 5 (avril 2019).
- (2016): Performance and Protection of Base-Isolated Structures under Blast Loading. Dans: Journal of Engineering Mechanics (ASCE), v. 142, n. 1 (janvier 2016).
- (2017): Artificial Specimen Damping for Substructure Real-Time Hybrid Simulation. Dans: Journal of Engineering Mechanics (ASCE), v. 143, n. 8 (août 2017).
- (2019): Deep long short-term memory networks for nonlinear structural seismic response prediction. Dans: Computers & Structures, v. 220 (août 2019).
- (2019): Cyber-physical structural optimization using real-time hybrid simulation. Dans: Engineering Structures, v. 195 (septembre 2019).
- (2017): Shake table real-time hybrid simulation techniques for the performance evaluation of buildings with inter-story isolation. Dans: Structural Control and Health Monitoring, v. 24, n. 10 (octobre 2017).
- (2016): Real-time hybrid simulation of a shear building with a uni-axial shake table. Dans: Engineering Structures, v. 119 (juillet 2016).
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