A reinforcement learning approach for control of window behavior to reduce indoor PM2. 5 concentrations in naturally ventilated buildings Y An, T Xia, R You, D Lai, J Liu, C Chen Building and Environment 200, 107978, 2021 | 25 | 2021 |
Modeling transient particle transport in transient indoor airflow by fast fluid dynamics with the Markov chain method W Liu, T van Hooff, Y An, S Hu, C Chen Building and Environment 186, 107323, 2020 | 20 | 2020 |
Temporal and spatial far-ultraviolet disinfection of exhaled bioaerosols in a mechanically ventilated space T Xia, K Guo, Y Pan, Y An, C Chen Journal of Hazardous Materials 436, 129241, 2022 | 15 | 2022 |
Smart control of window and air cleaner for mitigating indoor PM2. 5 with reduced energy consumption based on deep reinforcement learning Y An, Z Niu, C Chen Building and Environment 224, 109583, 2022 | 12 | 2022 |
Predicting transient particle transport in periodic ventilation using Markov chain model with pre-stored transition probabilities W Huang, Y An, Y Pan, J Li, C Chen Building and Environment 211, 108730, 2022 | 10 | 2022 |
Predicting spatial distribution of ultraviolet irradiance and disinfection of exhaled bioaerosols with a modified irradiance model Y Pan, T Xia, K Guo, Y An, C Chen Building and Environment 228, 109792, 2023 | 8 | 2023 |
A combined deep learning and physical modelling method for estimating air pollutants’ source location and emission profile in street canyons Y Zhou, Y An, W Huang, C Chen, R You Building and Environment 219, 109246, 2022 | 6 | 2022 |
Exploring the feasibility of predicting contaminant transport using a stand-alone Markov chain solver based on measured airflow in enclosed environments Y Zhou, Y An, C Chen, R You Building and Environment 202, 108027, 2021 | 6 | 2021 |
Boundary conditions for exhaled airflow from a cough with a surgical or N95 mask Y Pan, H Zhang, Z Niu, Y An, C Chen Indoor air 32 (8), e13088, 2022 | 5 | 2022 |
Energy-efficient control of indoor PM2. 5 and thermal comfort in a real room using deep reinforcement learning Y An, C Chen Energy and Buildings 295, 113340, 2023 | 4 | 2023 |
A Stand-alone Markov Chain Solver for Predicting Indoor Contaminant Transport Based on Measured Airflow Field Y Zhou, Y An, C Chen, R You International Conference on Building Energy and Environment, 1779-1787, 2022 | | 2022 |
Developing a Window Control Algorithm Based on Reinforcement Learning for Indoor PM2.5 Mitigation Y An, T Xia, R You, D Lai, J Liu, C Chen International Conference on Building Energy and Environment, 1437-1446, 2022 | | 2022 |
Portfolio Management with Reinforcement Learning Z Sun, Y An | | 2020 |
Prediction of transient particle transport in transient indoor airflow by integrated fast fluid dynamics and Markov chain model W Liu, T van Hooff, Y An, S Hu, C Chen 16th Conference of the International Society of Indoor Air Quality and …, 2020 | | 2020 |