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Khee Poh Lam

Carnegie Mellon University

50

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Effects of ceiling fans on airborne transmission in an air-conditioned space

2021 Building and Environment
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Data-driven model for cross ventilation potential in high-density cities based on coupled CFD simulation and machine learning

2019 Building and Environment
- Chao Ding
- Khee Poh Lam
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Whole Building Energy Model for HVAC Optimal Control: A Practical Framework based on Deep Reinforcement Learning

2019 Energy and Buildings
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Humans and Nature in the Loop: Integrating occupants & natural conditioning into advanced controls for high performance buildings

2018
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A Deep Reinforcement Learning Method for Model-based Optimal Control of HVAC Systems

2018
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Practical implementation and evaluation of deep reinforcement learning control for a radiant heating system

2018
- Zhiang Zhang
- Khee Poh Lam
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An Evaluation Index for Cross Ventilation Based on CFD Simulations and Ventilation Prediction Model Using Machine Learning algorithms

2017 Procedia Engineering
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The Robert L. Preger Intelligent WorkplaceTM

2017
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Bayesian calibration of building energy models with large datasets

2017 Energy and Buildings
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Coupled Natural Ventilation Modeling for Contextual Parametric Design Decision Support

2016 Procedia Engineering
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