- A hybrid transfer learning to continual learning strategy for improving cross-building energy prediction in data increment scenario. Dans: Journal of Building Engineering, v. 95 (octobre 2024). (2024):
- Experimental and a dual-scale analysis of the influence of coating on humidity control ability of hygroscopic materials with different porosity. Dans: Construction and Building Materials, v. 426 (mai 2024). (2024):
- Fault diagnosis for cross-building energy systems based on transfer learning and model interpretation. Dans: Journal of Building Engineering, v. 91 (août 2024). (2024):
- Investigation on indoor airflow and contaminant dispersion of diffuse ceiling ventilation in heating and cooling modes. Dans: Journal of Building Engineering, v. 80 (décembre 2023). (2023):
- An improved transfer learning strategy for short_term cross-building energy prediction using data incremental. Dans: Building Simulation, v. 17, n. 1 (janvier 2024). (2024):
- Interpretation and explanation of convolutional neural network-based fault diagnosis model at the feature-level for building energy systems. Dans: Energy and Buildings, v. 295 (septembre 2023). (2023):
- Thermodynamic performance analysis of a novel air conditioning system integrating solar absorption compression refrigeration and vacuum membrane-based dehumidification (SACV). Dans: Energy and Buildings, v. 288 (juin 2023). (2023):
- Transferability investigation of a Sim2Real deep transfer learning framework for cross-building energy prediction. Dans: Energy and Buildings, v. 287 (mai 2023). (2023):
- Performance evaluation of short-term cross-building energy predictions using deep transfer learning strategies. Dans: Energy and Buildings, v. 275 (novembre 2022). (2022):
- A spatial-temporal layer-wise relevance propagation method for improving interpretability and prediction accuracy of LSTM building energy prediction. Dans: Energy and Buildings, v. 271 (septembre 2022). (2022):
- A general multi-source ensemble transfer learning framework integrate of LSTM-DANN and similarity metric for building energy prediction. Dans: Energy and Buildings, v. 252 (décembre 2021). (2021):
- Assessment of long short-term memory and its modifications for enhanced short-term building energy predictions. Dans: Journal of Building Engineering, v. 43 (novembre 2021). (2021):
- Investigation of physiological and subjective responses under composite air carrying energy radiant air-conditioning system. Dans: Journal of Building Engineering, v. 43 (novembre 2021). (2021):
- An explainable one-dimensional convolutional neural networks based fault diagnosis method for building heating, ventilation and air conditioning systems. Dans: Building and Environment, v. 203 (octobre 2021). (2021):
- An improved stacking ensemble learning-based sensor fault detection method for building energy systems using fault-discrimination information. Dans: Journal of Building Engineering, v. 43 (novembre 2021). (2021):
- Design, Fabrication and Modeling Analysis of a Spiral Support Structure with Superelastic Ni-Ti Shape Memory Alloy for Continuum Robot. Dans: Smart Materials and Structures, v. 29, n. 4 (février 2020). (2020):
- A soft gripper with programmable effective length, tactile and curvature sensory feedback. Dans: Smart Materials and Structures, v. 29, n. 3 (27 janvier 2020). (2020):