Using recurrent neural networks for localized weather prediction with combined use of public airport data and on-site measurements JM Han, YQ Ang, A Malkawi, HW Samuelson Building and Environment 192, 107601, 2021 | 47 | 2021 |
Optimization of Window Positions for Wind-Driven Natural Ventilation Performance AM Nari Yoon, Mary Ann Piette, Jung Min Han, Wentao Wu Energies 13 (10), 2464, 2020 | 22 | 2020 |
Data-Informed Building Energy Management (DIBEM) Towards Ultra-Low Energy Buildings JM Han, S Lim, A Malkawi, X Han, EX Chen, S Salimi, TH Dokka, T Hegli, ... Energy and Buildings 281, 112761, 2023 | 9 | 2023 |
CoolVox: Advanced 3D convolutional neural network models for predicting solar radiation on building facades JM Han, ES Choi, A Malkawi Building Simulation 15 (5), 755-768, 2022 | 9 | 2022 |
Simplified direct forcing approach for dynamic modeling of building natural ventilation W Wu, JM Han, A Malkawi Building and Environment 188, 107509, 2021 | 8 | 2021 |
Finding the optimum window locations of a single zone: to maximize the wind-driven natural ventilation potential N Yoon, JM Han, A Malkawi Proceedings of the 16th International Building Performance Simulation …, 2019 | 5 | 2019 |
Holistic visual data representation for built environment assessment JM Han, N Lee International Journal of Sustainable Development and Planning, 2018 | 4 | 2018 |
Eabbit 1.0: New Environmental Analysis Software for Solar Energy Representation JM Han, A Malkawi, KZ Gajos 16th IBPSA international conference and exhibition, 2019 | 3 | 2019 |
ARINET: Using 3D Convolutional Neural Networks to Estimate Annual Radiation Intensities on Building Facades JM Han, CK Chang, A Malkawi 2020 Building Performance Analysis Conference and SimBuild co-organized by …, 2020 | 2 | 2020 |
A New Interoperability Framework for Data-Driven Building Performance Simulation JM Han Harvard University, 2022 | 1 | 2022 |
Seasonal optimization of a dynamic thermo-optical ETFE façade system JM Han, D Park | 1* | 2019 |
Development of the urban surface management software for PVs and stormwater with connectivity to urban modeling interface JM Han, C Reinhart 2018 Building Performance Analysis Conference and SimBuild Co-organized by …, 2018 | 1 | 2018 |
New methods of designing high-rise residential towers with the ventilation effectiveness study: traditional Korean muntins, "Sal" YC Jung Min Han, Junho Choi Building Simulation 2023, 2023 | | 2023 |
The PV Array Optimization Tools for the Urban-Scale Energy Modeling (C014)(P) JM Han, C Reinhart 2018 Building Performance Analysis Conference and SimBuild, 2018 | | 2018 |
Environmentally-driven Design Decision-making Tool. ( Eabbit 1.0 - Solar) JM Han Harvard Graduate School of Design, 2018 | | 2018 |
Green Design Decision-Making Toolbox (GDDT) Vol 1. Photovoltaics and Green roofs JM Han Carnegie Mellon University, 2016 | | 2016 |
Comparison of the results obtained with simplified IEQ toolkit and robust instrument in POE field studies J Park, JM Han, JY Park, J Zhao, A Aziz, V Loftness | | 2015 |