Xuyan Tan 
- (2024): Investigation on identification of structural anomalies from polluted data sets using an unsupervised learning method. In: Frontiers of Structural and Civil Engineering, v. 18, n. 10 (20 September 2024).
- (2023): Back analysis of geomechanical parameters for rock mass under complex geological conditions using a novel algorithm. In: Tunnelling and Underground Space Technology, v. 136 (Juni 2023).
- (2023): Application of a Data-Driven Intelligent Information System in Infrastructure: Underwater Tunnel Case Study. In: Journal of Performance of Constructed Facilities (ASCE), v. 37, n. 1 (Februar 2023).
- (2022): Temporal–spatial coupled model for multi-prediction of tunnel structure: using deep attention-based temporal convolutional network. In: Journal of Civil Structural Health Monitoring, v. 12, n. 3 (April 2022).
- (2022): Prediction for the future mechanical behavior of underwater shield tunnel fusing deep learning algorithm on SHM data. In: Tunnelling and Underground Space Technology, v. 125 (Juli 2022).
- (2022): Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data. In: Structural Health Monitoring, v. 21, n. 4 (Januar 2022).
- (2021): Development of load-temporal model to predict the further mechanical behaviors of tunnel structure under various boundary conditions. In: Tunnelling and Underground Space Technology, v. 116 (Oktober 2021).
- (2021): Investigation on the data augmentation using machine learning algorithms in structural health monitoring information. In: Structural Health Monitoring, v. 20, n. 4 (April 2021).
- (2019): A structural health monitoring system for data analysis of segment joint opening in an underwater shield tunnel. In: Structural Health Monitoring, v. 19, n. 4 (September 2019).
- (2020): The impact of uneven temperature distribution on stability of concrete structures using data analysis and numerical approach. In: Advances in Structural Engineering, v. 24, n. 2 (August 2020).
- (2020): Integrated Approach for Structural Stability Evaluation Using Real-Time Monitoring and Statistical Analysis: Underwater Shield Tunnel Case Study. In: Journal of Performance of Constructed Facilities (ASCE), v. 34, n. 2 (April 2020).
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