2026

Early action in transportation, electricity grid, commercial and residential buildings is essential for deep and near net-zero decarbonization

Zhao and Oke 2026. Next Sustainability

Figure from Early action in transportation, electricity grid, commercial and residential buildings is essential for deep and near net-zero decarbonization
A Scenario Discovery Approach to Transit Network Optimization for Improved Access in Areas of Persistent Poverty

Kostopoulou et al. 2026. Data Science for Transportation

Figure from A Scenario Discovery Approach to Transit Network Optimization for Improved Access in Areas of Persistent Poverty
A multiscale interpretability framework for identifying actionable road network features to mitigate congestion in highly congested cities

Kumar et al. 2026. Scientific Reports

Figure from A multiscale interpretability framework for identifying actionable road network features to mitigate congestion in highly congested cities
Explainable Data-Driven Multi-filter Framework for Bot Detection in Incentivized Online Surveys

Ruger et al. 2026. Data Science for Transportation

Figure from Explainable Data-Driven Multi-filter Framework for Bot Detection in Incentivized Online Surveys
A Functional Bus Stop Typology: Explainable Machine Learning on Transit Data to Inform Policymaking

Azhdari et al. 2026. Data Science for Transportation

Figure from A Functional Bus Stop Typology: Explainable Machine Learning on Transit Data to Inform Policymaking
Scenario discovery framework aids robust regional emissions mitigation planning

Zhao et al. 2026. Environmental Research Communications

Figure from Scenario discovery framework aids robust regional emissions mitigation planning
Maps are good but are simpler maps better? Insights on urban bicycling in the US

Abdalazeem et al. 2026. Environmental Research Communications

Figure from Maps are good but are simpler maps better? Insights on urban bicycling in the US
Typology of U.S. transit systems reveals energy data gap and potential for diesel-based emissions reductions

Arabi and Oke 2026. Environmental Research Letters

Figure from Typology of U.S. transit systems reveals energy data gap and potential for diesel-based emissions reductions

2025

Robust Forecasting Framework for Energy-Informed Planning in Urban Rail Transit Systems

Han et al. 2025. Data Science for Transportation

Figure from Robust Forecasting Framework for Energy-Informed Planning in Urban Rail Transit Systems
Bus Stop Typology Reveals Crash Risk Environments

Oke et al. 2025. Data Science for Transportation

Figure from Bus Stop Typology Reveals Crash Risk Environments
Novel Typology of Fatal Crash Behaviors via Natural Language Processing

Han and Oke 2025. Data Science for Transportation

Figure from Novel Typology of Fatal Crash Behaviors via Natural Language Processing
Harnessing hybrid buses in the near term leads to faster transit decarbonization

Arabi et al. 2025. iScience

Figure from Harnessing hybrid buses in the near term leads to faster transit decarbonization
Roadway Crash Typology of Census Tracts Enables Targeted Interventions via Interpretable Machine Learning

Abdalazeem and Oke 2025. Data Science for Transportation

Figure from Roadway Crash Typology of Census Tracts Enables Targeted Interventions via Interpretable Machine Learning
Typology of US metropolitan areas illuminates per-capita mobile greenhouse gas emissions impacts and informs mitigation strategies

Zhao and Oke 2025. Environmental Research Letters

Figure from Typology of US metropolitan areas illuminates per-capita mobile greenhouse gas emissions impacts and informs mitigation strategies
Benefits of aggressively co-undergrounding electric and broadband lines outweigh costs

Arabi et al. 2025. Cell Reports Sustainability

Figure from Benefits of aggressively co-undergrounding electric and broadband lines outweigh costs
A Vision for Computational Decarbonization of Societal Infrastructure

Irwin et al. 2025. IEEE Internet Computing

Figure from A Vision for Computational Decarbonization of Societal Infrastructure

2024

Enhanced Seasonal Typology-Informed Transit Trip Chaining via Mobile Boarding and Survey Data

Abdalazeem and Oke 2024. Data Science for Transportation

Figure from Enhanced Seasonal Typology-Informed Transit Trip Chaining via Mobile Boarding and Survey Data
Robust Decision-Making Framework for Sustainable Operations and Planning of MBTA Rapid Transit Vehicles

Han et al. 2024

Figure from Robust Decision-Making Framework for Sustainable Operations and Planning of MBTA Rapid Transit Vehicles
Feature Engineering and Decision Trees for Predicting High Crash-Risk Locations Using Roadway Indicators

Sarigiannis et al. 2024. Transportation Research Record

Figure from Feature Engineering and Decision Trees for Predicting High Crash-Risk Locations Using Roadway Indicators
Resilience in multilayer transportation infrastructure networks: a review and conceptual framework for equity-based assessment

Arabi et al. 2024. Sustainable and Resilient Infrastructure

Figure from Resilience in multilayer transportation infrastructure networks: a review and conceptual framework for equity-based assessment
Artificial Intelligence Framework for Crosswalk Detection Across Massachusetts

Apostolov et al. 2024. Massachusetts Department of Transportation

Figure from Artificial Intelligence Framework for Crosswalk Detection Across Massachusetts
Line-Specific Energy Modeling Framework for Urban Rail Transit Systems: A Case Study of Boston

Han et al. 2024. Transportation Research Record

Figure from Line-Specific Energy Modeling Framework for Urban Rail Transit Systems: A Case Study of Boston
Comprehensive Energy Modeling Framework for Multi-Powertrain Bus Transit Systems

Arabi and Oke 2024. Transportation Research Record

Figure from Comprehensive Energy Modeling Framework for Multi-Powertrain Bus Transit Systems

2023

Predicting tree failure likelihood for utility risk mitigation via a convolutional neural network

Apostolov et al. 2023. Sustainable and Resilient Infrastructure

Figure from Predicting tree failure likelihood for utility risk mitigation via a convolutional neural network
Extracting Spatiotemporal Bus Passenger Trip Typologies from Noisy Mobile Ticketing Boarding Data

Abdalazeem and Oke 2023. Data Science for Transportation

Figure from Extracting Spatiotemporal Bus Passenger Trip Typologies from Noisy Mobile Ticketing Boarding Data
Stochastic analysis for estimating track geometry degradation rates based on GPR and LiDAR data

Goodarzi et al. 2023. Construction and Building Materials

Figure from Stochastic analysis for estimating track geometry degradation rates based on GPR and LiDAR data
Origin-destination inference in public transportation systems: A comprehensive review

Mohammed and Oke 2023. International Journal of Transportation Science and Technology

Figure from Origin-destination inference in public transportation systems: A comprehensive review
Drinking water accessibility typologies in low- and middle-income countries

Chung et al. 2023. Environmental Research Letters

Figure from Drinking water accessibility typologies in low- and middle-income countries

2022

Modeling System-Wide Urban Rail Transit Energy Consumption: A Case Study of Boston

Han et al. 2022. Transportation Research Record

Figure from Modeling System-Wide Urban Rail Transit Energy Consumption: A Case Study of Boston
Data-driven methods to predict track degradation: A case study

Goodarzi et al. 2022. Construction and Building Materials

Figure from Data-driven methods to predict track degradation: A case study

2021

Who benefits from AVs? Equity implications of automated vehicles policies in full-scale prototype cities

Nahmias-Biran et al. 2021. Transportation Research Part A

Figure from Who benefits from AVs? Equity implications of automated vehicles policies in full-scale prototype cities
Activity-based epidemic propagation and contact network scaling in auto-dependent metropolitan areas

Kumar et al. 2021. Scientific Reports

Figure from Activity-based epidemic propagation and contact network scaling in auto-dependent metropolitan areas
Tracking the Energy and Emissions of MBTA Rapid Transit Vehicles

Oke et al. 2021. Massachusetts Department of Transportation

Figure from Tracking the Energy and Emissions of MBTA Rapid Transit Vehicles
Evaluating the impacts of shared automated mobility on-demand services: an activity-based accessibility approach

Nahmias-Biran et al. 2021. Transportation

Figure from Evaluating the impacts of shared automated mobility on-demand services: an activity-based accessibility approach

2020

Evaluating the systemic effects of automated mobility-on-demand services via large-scale agent-based simulation of auto-dependent prototype cities

Oke et al. 2020. Transportation Research Part A

Figure from Evaluating the systemic effects of automated mobility-on-demand services via large-scale agent-based simulation of auto-dependent prototype cities
Where is my infusion pump? Harnessing network dynamics for improved hospital equipment fleet management

Martinez et al. 2020. Journal of the American Medical Informatics Association

Figure from Where is my infusion pump? Harnessing network dynamics for improved hospital equipment fleet management

2019

From Traditional to Automated Mobility on Demand: A Comprehensive Framework for Modeling On-Demand Services in SimMobility

Nahmias-Biran et al. 2019. Transportation Research Record

Figure from From Traditional to Automated Mobility on Demand: A Comprehensive Framework for Modeling On-Demand Services in SimMobility
Insights Into Future Mobility: A Report from the Mobility of the Future Study

Green et al. 2019. MIT Energy Initiative

Figure from Insights Into Future Mobility: A Report from the Mobility of the Future Study
A novel global urban typology framework for sustainable mobility futures

Oke et al. 2019. Environmental Research Letters

Figure from A novel global urban typology framework for sustainable mobility futures
Multimodal Transportation Flows in Energy Networks with an Application to Crude Oil Markets

Oke et al. 2019. Networks and Spatial Economics

Figure from Multimodal Transportation Flows in Energy Networks with an Application to Crude Oil Markets

2018

Spatial associations in global household bicycle ownership

Oke et al. 2018. Annals of Operations Research

Figure from Spatial associations in global household bicycle ownership

2015

Tracking global bicycle ownership patterns

Oke et al. 2015. Journal of Transport & Health

Figure from Tracking global bicycle ownership patterns
Efficient automated schematic map drawing using multiobjective mixed integer programming

Oke and Siddiqui 2015. Computers & Operations Research

Figure from Efficient automated schematic map drawing using multiobjective mixed integer programming

2013 and earlier

Entanglement and Composite Bosons

Chudzicki et al. 2010. Physical Review Letters

Figure from Entanglement and Composite Bosons