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