Guannan Li
- (2023): Transferability investigation of a Sim2Real deep transfer learning framework for cross-building energy prediction. Dans: Energy and Buildings, v. 287 (mai 2023).
- (2023): Study on stochastic behavior of particle system in hot mix asphalt mixture from a meso-structural perspective. Dans: Construction and Building Materials, v. 372 (avril 2023).
- (2022): Validation of virtual sensor-assisted Bayesian inference-based in-situ sensor calibration strategy for building HVAC systems. Dans: Building Simulation, v. 16, n. 2 (septembre 2022).
- (2022): 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).
- (2021): Research on the self-healing behavior of asphalt mixed with healing agents based on molecular dynamics method. Dans: Construction and Building Materials, v. 295 (août 2021).
- (2022): Research on the phase structure of Styrene-Butadiene-Styrene modified asphalt based on molecular dynamics. Dans: Construction and Building Materials, v. 326 (avril 2022).
- (2022): A statistical-based online cross-system fault detection method for building chillers. Dans: Building Simulation, v. 15, n. 8 (25 mars 2022).
- (2022): Simulation and optimization of the key parameters of combined floor and Kang heating terminal based on differentiated thermal demands. Dans: Energy and Buildings, v. 254 (janvier 2022).
- (2021): Transfer learning-based strategies for fault diagnosis in building energy systems. Dans: Energy and Buildings, v. 250 (novembre 2021).
- (2020): Research on bitumen molecule aggregation based on coarse-grained molecular dynamics. Dans: Construction and Building Materials, v. 263 (décembre 2020).
- (2016): A statistical training data cleaning strategy for the PCA-based chiller sensor fault detection, diagnosis and data reconstruction method. Dans: Energy and Buildings, v. 112 (janvier 2016).
- (2016): A sensor fault detection and diagnosis strategy for screw chiller system using support vector data description-based D-statistic and DV-contribution plots. Dans: Energy and Buildings, v. 133 (décembre 2016).
- (2020): Self-healing behavior of asphalt system based on molecular dynamics simulation. Dans: Construction and Building Materials, v. 254 (septembre 2020).
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