Alex Nutkiewicz

Data-driven Urban Energy Simulation (DUE-S): A framework for integrating engineering simulation and machine learning methods in a multi-scale urban energy modeling workflow

Alex Nutkiewicz, Yang Zheng, Rishee K. Jain · Applied Energy · 2018 · 202 citations

Engineering Simulation, Energy Modeling, Engineering +14

Exploring the influence of urban context on building energy retrofit performance: A hybrid simulation and data-driven approach

Alex Nutkiewicz, Benjamin Choi, Rishee K. Jain · Advances in Applied Energy · 2021 · 66 citations · Full text

Engineering, Urban Energy Modeling, Energy Efficiency +21

Energy modeling of urban informal settlement redevelopment: Exploring design parameters for optimal thermal comfort in Dharavi, Mumbai, India

Alex Nutkiewicz, Rishee K. Jain, Ronita Bardhan · Applied Energy · 2018 · 61 citations

Built Environment, Urban Design, Energy Modeling +10

Cool roofs can mitigate cooling energy demand for informal settlement dwellers

Alex Nutkiewicz, Alessio Mastrucci, Narasimha D. Rao et al. · Renewable and Sustainable Energy Reviews · 2022 · 44 citations

Built Environment, Housing, Reflective Roof +7

Data-driven Urban Energy Simulation (DUE-S): Integrating machine learning into an urban building energy simulation workflow

Alex Nutkiewicz, Yang Zheng, Rishee K. Jain · Energy Procedia · 2017 · 24 citations · Full text

Engineering, Urban Energy Modeling, Smart City +20