| Artificial neural network model for forecasting sub-hourly electricity usage in commercial buildings YT Chae, R Horesh, Y Hwang, YM Lee Energy and Buildings 111, 184-194, 2016 | 413 | 2016 |
| Building energy performance evaluation of building integrated photovoltaic (BIPV) window with semi-transparent solar cells YT Chae, J Kim, H Park, B Shin Applied Energy 129, 217-227, 2014 | 290 | 2014 |
| Estimating building thermal properties by integrating heat transfer inversion model with clustering and regression techniques for a portfolio of existing buildings L An, YT Chae, R Horesh, YM Lee, CK Reddy US Patent 8,620,632, 2013 | 124 | 2013 |
| Modeling ventilated slab systems using a hollow core slab: Implementation in a whole building energy simulation program YT Chae, RK Strand Energy and Buildings 57, 165-175, 2013 | 45 | 2013 |
| Optimal control parameter for electrochromic glazing operation in commercial buildings under different climatic conditions JH Lee, J Jeong, YT Chae Applied energy 260, 114338, 2020 | 42 | 2020 |
| Constructing and calibrating enthalpy based predictive model for building energy consumption L An, YT Chae, YM Lee, F Liu, R Zhang US Patent 9,292,888, 2016 | 33 | 2016 |
| In-situ application of an ANN algorithm for optimized chilled and condenser water temperatures set-point during cooling operation WH Kang, Y Yoon, JH Lee, KW Song, YT Chae, KH Lee Energy and Buildings 233, 110666, 2021 | 31 | 2021 |
| Applying science and mathematics to big data for smarter buildings YM Lee, L An, F Liu, R Horesh, YT Chae, R Zhang Annals of the NEW YORK Academy of Sciences 1295 (1), 18-25, 2013 | 31 | 2013 |
| Machine learning algorithms for predicting occupants' behaviour in the manual control of windows for cross-ventilation in homes J Park, B Jeong, YT Chae, JW Jeong Indoor and Built Environment 30 (8), 1106-1123, 2021 | 26 | 2021 |
| Inverse modeling procedure for building energy using integrated pde-ode models and stepwise parameter estimation L An, YT Chae, R Horesh, YM Lee, R Zhang US Patent App. 14/027,647, 2015 | 24 | 2015 |
| An inverse PDE-ODE model for studying building energy demand L An, YT Chae, R Horesh, Y Lee, R Zhang 2013 Winter Simulations Conference (WSC), 1869-1880, 2013 | 21 | 2013 |
| Modeling and simulation of building energy performance for portfolios of public buildings YM Lee, F Liu, L An, H Jiang, C Reddy, R Horesh, P Nevill, E Meliksetian, ... Proceedings of the 2011 winter simulation conference (WSC), 915-927, 2011 | 20 | 2011 |
| Improvement for forecasting of photovoltaic power output using real time weather data based on machine learning JH Jeong, YT Chae Journal of The Korean Society of Living Environmental System 25 (1), 119-125, 2018 | 19 | 2018 |
| Thermal performance evaluation of hybrid heat source radiant system using a concentrate tube heat exchanger YT Chae, RK Strand Energy and buildings 70, 246-257, 2014 | 19 | 2014 |
| Improvement of short-term BIPV power predictions using feature engineering and a recurrent neural network D Lee, J Jeong, SH Yoon, YT Chae Energies 12 (17), 3247, 2019 | 12 | 2019 |
| Urban public service analysis by GIS-MCDA for sustainable redevelopment: a case study of a megacity in Korea JS Chae, CH Choi, JH Oh, YT Chae, JW Jeong, D Lee Sustainability 13 (3), 1472, 2021 | 11 | 2021 |
| Assessment of Input Variable Importance and Machine Learning Model Selection for Improving Short Term Load Forecasting on Different Building Types JH Jeong, YT Chae Journal of Korean Institute of Architectural Sustainable Environment and …, 2017 | 9 | 2017 |
| Improved thermal performance of a hydronic radiant panel heating system by the optimization of tube shapes YT Chae, KH Lee, JS Park Journal of Zhejiang University-SCIENCE A 12, 428-437, 2011 | 9 | 2011 |
| Analytics for smarter buildings YM Lee, L An, F Liu, R Horesh, YT Chae, R Zhang International Journal of Business Analytics (IJBAN) 1 (1), 1-15, 2014 | 7 | 2014 |
| Estimation of thermal parameters of buildings through inverse modeling and clustering for a portfolio of buildings L An, R Horesh, YT Chae, YM Lee Proceedings of SimBuild 5 (1), 295-305, 2012 | 7 | 2012 |
Young M. LeeIBM T.J. Watson Research CenterVerified email at us.ibm.com
