Author

Alex Nutkiewicz

Observed name: Nutkiewicz, Alex

Institutions: BuroHappold (United Kingdom), Stanford University

Observed institutions: International Institute for Applied Systems Analysis, BuroHappold (United Kingdom), Stanford University

ORCID: 0000-0002-3398-2675

Observed ORCID: 0000-0002-3398-2675

OpenAlex ID: A5062351880

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

2018 · Alex Nutkiewicz, Zheng Yang, et al. · Applied Energy · 235

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

2021 · Alex Nutkiewicz, Benjamin Choi, et al. · Advances in Applied Energy · 84

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

2018 · Alex Nutkiewicz, Rishee K. Jain, et al. · Applied Energy · 63

Cool roofs can mitigate cooling energy demand for informal settlement dwellers

2022 · Alex Nutkiewicz, Alessio Mastrucci, et al. · Renewable and Sustainable Energy Reviews · 60

Attention on Attention: Architectures for Visual Question Answering (VQA)

2018 · Singh, Jasdeep, Ying, Vincent, et al. · arXiv (Cornell University) · 29

Multi-Scale Retrofit Pathways for Improving Building Performance and Energy Equity Across Cities: A Ubem Framework

2024 · Lauren E. Excell, Alex Nutkiewicz, et al. · Energy and Buildings · 28

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

2017 · Alex Nutkiewicz, Zheng Yang, et al. · Energy Procedia · 28

Natural ventilation versus air pollution: assessing the impact of outdoor pollution on natural ventilation potential in informal settlements in India

2023 · Kopal Nihar, Alex Nutkiewicz, et al. · Environmental Research Infrastructure and Sustainability · 12

Exploring the Integration of Simulation and Deep Learning Models for Urban Building Energy Modeling and Retrofit Analysis

2020 · Alex Nutkiewicz, Rishee K. Jain · Building Simulation Conference proceedings · 10

Assessing the Impact of Outdoor Air Pollution on Natural Ventilation Potential of Informal Settlements in India

2021 · Kopal Nihar, Alex Nutkiewicz, et al. · Building Simulation Conference proceedings · 5

Mitigating Energy Efficiency Inequities Using Integrated Data-Driven and Parametric Energy Modeling

2024 · Lauren E. Excell, Alex Nutkiewicz, et al. · ASCE International Conference on Computing in Civil Engineering (i3CE) · 1

Defining the life-cycle energy implications of informal settlement redevelopment

2021 · Alex Nutkiewicz, Rishee K Jain · Building Simulation Conference proceedings

Works count: 12

Citation count: 555

H-index: 9

I10-index: 9