Jorge Loy-Benitez 
- (2024): Multi-sensor fault detection and correction for automated IAQ monitoring in smart buildings through attention-aware autoencoders with spatial prediction module. In: Journal of Building Engineering, v. 96 (November 2024).
- (2024): Real-time unsupervised monitoring of earth pressure balance shield-induced sinkholes in mixed-face ground conditions via convolutional variational autoencoders. In: Tunnelling and Underground Space Technology, v. 152 (October 2024).
- (2024): Transfer component analysis-driven domain adaptation approach for estimating the life of tunnel boring machine disc cutters. In: Tunnelling and Underground Space Technology, v. 147 (May 2024).
- (2024): Breaking new ground: Opportunities and challenges in tunnel boring machine operations with integrated management systems and artificial intelligence. In: Automation in Construction, v. 158 (February 2024).
- (2023): Enhancing the sustainable management of fine particulate matter-related health risks at subway stations through sequential forecast and gated probabilistic transformer. In: Building and Environment, v. 244 (October 2023).
- (2023): Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach. In: Tunnelling and Underground Space Technology, v. 131 (January 2023).
- (2022): Neural circuit policies-based temporal flexible soft-sensor modeling of subway PM2.5 with applications on indoor air quality management. In: Building and Environment, v. 207 (January 2022).
- (2020): Sustainable subway indoor air quality monitoring and fault-tolerant ventilation control using a sparse autoencoder-driven sensor self-validation. In: Sustainable Cities and Society, v. 52 (January 2020).
- (2021): Multi-objective optimization of a time-delay compensated ventilation control system in a subway facility – A harmony search strategy. In: Building and Environment, v. 190 (March 2021).
- (2019): A deep reinforcement learning-based autonomous ventilation control system for smart indoor air quality management in a subway station. In: Energy and Buildings, v. 202 (November 2019).
- (2020): Imputing missing indoor air quality data via variational convolutional autoencoders: Implications for ventilation management of subway metro systems. In: Building and Environment, v. 182 (September 2020).
- (2020): Energy-efficient time-delay compensated ventilation control system for sustainable subway air quality management under various outdoor conditions. In: Building and Environment, v. 174 (May 2020).
- (2019): Flexible real-time ventilation design in a subway station accommodating the various outdoor PM10 air quality from climate change variation. In: Building and Environment, v. 153 (April 2019).
- (2018): A dynamic gain-scheduled ventilation control system for a subway station based on outdoor air quality conditions. In: Building and Environment, v. 144 (October 2018).
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