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Yuting An
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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
252021
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
202020
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
152022
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
122022
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
102022
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
82023
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
62022
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
62021
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
52022
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
42023
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
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Articles 1–14