An integrated data-driven framework for urban energy use modeling (UEUM) Link to publication
Developing a data-driven framework for multiscale integrated urban building and transportation energy modeling Link to publication
Hybrid data-driven and physics-based urban building energy modeling Link to publication
A framework for integrated energy and exposure to ambient pollution (iEnEx) assessment toward low-carbon, healthy, and equitable cities Link to publication
Predicting intraurban PM2. 5 concentrations using enhanced machine learning approaches and incorporating human activity patterns Link to publication
A Computational Fluid Dynamics-based Design Optimization Tool for Carbon Capture Enclosure
Applied Research Consortium; Research Fellow: Md Shariful Alam; Collaboration with MITHUN & Heirloom: Link
An Optimization Framework And Tool For Context-Sensitive Solar-Driven Design Using Cellular Automata (SDCA) Link to publication
SCDA: Optimization Tool for Solar-driven Design Using Cellular Automata Link to publication
Tool: Optimization Tool for Solar-driven Design Using Cellular Automata (SDCA)
Embodied energy of buildings: A review of data, methods, challenges, and research trends Link to publication
Integrated urban building energy modeling and retrofit (UBEM-R) Link to publication
Socioeconomic determinants of public health and residential building energy use in Chicago Link to publication
Urban building energy modeling via human-centered optimization Link to publication
IntegrativeSentiment.io (iS.io): A web-based interactive tool for modeling human feedback on big textual data Link to publication
Covid-19 pandemic and equitable resilience within the built environment: Exploring occupancy, energy, and health disparities using smart data Link to publication
ArchiAi.io is a toolkit that facilitates data-driven studies. The platform integrates a suit of tools, including machine learning, spatiotemporal mapping, simulation, and optimization. With its user-friendly input-output interface, Archie.io streams workflows, automates process, and enhances efficiency. It aids designers, engineerings, and planners in making data-informed decisions leading to performance-driven and user-centric approach. Archie.io: Link