| 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 | 68 | 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 | 30 | 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 | 17 | 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 | 13 | 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 |
| Eabbit 1.0: New Environmental Analysis Software for Solar Energy Representation JM Han, A Malkawi, KZ Gajos 16th IBPSA international conference and exhibition, 2019 | 4 | 2019 |
| Holistic visual data representation for built environment assessment JM Han, N Lee International Journal of Sustainable Development and Planning, 2018 | 4 | 2018 |
| A New Interoperability Framework for Data-Driven Building Performance Simulation JM Han Harvard University, 2022 | 2 | 2022 |
| 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 two-year dataset of energy, environment, and system operations for an ultra-low energy office building JM Han, A Malkawi, X Han, S Lim, EX Chen, SW Kang, Y Lyu, P Howard Scientific Data 11 (1), 938, 2024 | 1 | 2024 |
| 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 |
| Airvox: efficient computational fluid dynamics prediction using 3D convolutional neural networks for building design JM Han, A Malkawi Journal of Building Performance Simulation 18 (1), 1-16, 2025 | | 2025 |
| New methods of designing high-rise residential towers with the ventilation effectiveness study: traditional Korean muntins," Sal" JM Han, J Choi, Y Choi Building Simulation 2023 18, 1924-1932, 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 |
