Transportation

Xu, Xiaodan, Hung-Chia Yang, Kyungsoo Jeong, William Bui, Srinath Ravulaparthy, Haitam Laarabi, Zachary Needell, and C Anna Spurlock. "Teaching freight mode choice models new tricks using interpretable machine learning methods." Frontiers in Future Transportation 5 (2024).

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Laarabi, Haitam, Zachary Needell, Rashid Waraich, Cristian Poliziani, and Thomas P Wenzel. "BEAM: The Modeling Framework for Behavior, Energy, Autonomy & Mobility - The Open-Source Agent-Based Regional Transportation Model Unpacked: Concepts, Mechanisms, and Inner Dynamics." (2023).

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Poliziani, Cristian, Gary Hsueh, David Czerwinski, Thomas P Wenzel, Zachary Needell, Haitam Laarabi, Joerg Schweizer, and Federico Rupi. "Micro Transit Simulation of On-Demand Shuttles Based on Transit Data for First- and Last-Mile Connection." ISPRS International Journal of Geo-Information 12.4 (2023) 177.

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Rezaei, Nazanin, Annika Todd-Blick, K Sydny Fujita, Natalie Popovich, Zachary Needell, Cristian Poliziani, Juan Caicedo, Carlos Guirado, and C Anna Spurlock. "At the nexus of equity and transportation modeling: Assessing accessibility through the Individual Experienced Utility-Based Synthesis (INEXUS) metric." Journal of Transport Geography 115 (2024) 103824.

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Jin, Ling, Xiaodan Xu, Yuhan Wang, Kaveh Farokhi Sadabadi, Alina Lazar, Duleep Rathgamage Don, Zachary Needell, C Anna Spurlock, Mahyar Amirgholy, and Mona Asudegi. "Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities." 2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE, 2023.

Laarabi, Haitam, Zachary Needell, Rashid Waraich, Cristian Poliziani, and Thomas P Wenzel. A Modeling Framework for Behavior, Energy, Autonomy and Mobility (BEAM). 2024.

Moraski, Jill W, Natalie Popovich, and Amol A Phadke. "Leveraging rail-based mobile energy storage to increase grid reliability in the face of climate uncertainty." Nature Energy 8.7 (2023) 736–746.

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Yang, Hung-Chia, Ling Jin, Alina Lazar, Annika Todd-Blick, Alex Sim, Kesheng Wu, Qianmiao Chen, and C Anna Spurlock. "Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective." Systems 11.6 (2023) 314.

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Kersey, Jessica, Natalie Popovich, and Amol A Phadke. "Rapid battery cost declines accelerate the prospects of all-electric interregional container shipping." Nature Energy 7.7 (2022) 664–674.

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Jin, Ling, Alina Azar, Caitlin Brown, Bingrong Sun, Venu Garikapati, Srinath Ravulaparthy, Qianmiao Chen, Alex Sim, Kesheng Wu, Tin Ho, Thomas P Wenzel, and C Anna Spurlock. "What Makes You Hold on to That Old Car? Joint Insights from Machine Learning and Multinomial Logit on Vehicle-level Transaction Decisions." Frontiers in Future Transportation - Connected Mobility and Automation (2022).

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Wells, Emily McAuliffe, Mitchell J Small, C Anna Spurlock, and Gabrielle Wong-Parodi. "Factors associated with emerging multimodal transportation behavior in the San Francisco Bay Area." Environmental Research: Infrastructure and Sustainability 1 (2021).

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Lazar, Alina, Ling Jin, Caitlin Brown, C Anna Spurlock, Alex Sim, and Kesheng Wu. "Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions." 2021 IEEE International Conference on Big Data (Big Data). Orlando, FL, USA: IEEE, 2021.

Popovich, Natalie, Deepak Rajagopal, Elif Tasar, and Amol A Phadke. "Economic, environmental and grid-resilience benefits of converting diesel trains to battery-electric." Nature Energy 6.11 (2021) 1017–1025.

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Phadke, Amol A, Nikit Abhyankar, Jessica Kersey, Taylor McNair, Umed Paliwal, David Wooley, Olivia Ashmoore, Robbie Orvis, Michael O’Boyle, Ric O’Connell, Utkarsha Agwan, Priyanka Mohanty, Priya Sreedharan, and Deepak Rajagopal. 2035 The Report: Plummeting Costs and Dramatic Improvements In Batteries Can Accelerate Our Clean Transportation Future. 2021.

Popovich, Natalie, C Anna Spurlock, Zachary Needell, Ling Jin, Thomas P Wenzel, Colin Sheppard, and Mona Asudegi. "A methodology to develop a geospatial transportation typology." Journal of Transport Geography 93 (2021) 103061.

Accepted Version PDF

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Phadke, Amol A, Aditya Khandekar, Nikit Abhyankar, David Wooley, and Deepak Rajagopal. Why Regional and Long-Haul Trucks are Primed for Electrification Now. 2021.

Electric truck model spreadsheet

Wenzel, Thomas P. "The estimated effect of mass or footprint reduction in recent light-duty vehicles on U.S. societal fatality risk per vehicle mile traveled." Accident Analysis & Prevention 59 (2013) 267–276.

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Ward, Jacob W, Jeremy J Michalek, Constantine Samaras, Inês Lima Azevedo, Alejandro Henao, Clement Rames, and Thomas P Wenzel. "The impact of Uber and Lyft on vehicle ownership, fuel economy, and transit across U.S. cities." iScience 24.1 (2021) 101933.

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Sheppard, Colin, Alan T Jenn, Jeffery B Greenblatt, Gordon S Bauer, and Brian F Gerke. "Private versus Shared, Automated Electric Vehicles for U.S. Personal Mobility: Energy Use, Greenhouse Gas Emissions, Grid Integration, and Cost Impacts." Environmental Science & Technology (2021).

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