C Anna Spurlock

Publications

Viewing 25 of 49 publications

2026

Laarabi, Haitam, Zachary Needell, Rashid Waraich, and C Anna Spurlock. "Rethinking Pooled Ride-Hailing as Large-Scale Simulations Reveal System Limits." Smart Cities 9.4 (2026).

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2025

Xu, Xiaodan, Hung-Chia Yang, Haitam Laarabi, Cristian Poliziani, Alicia Birky, Kyungsoo Jeong, Hongyu Lu, Randall Guensler, and C Anna Spurlock. "Improving commercial truck fleet composition in emission modeling using 2021 US VIUS data." International Journal of Sustainable Transportation (2025) 1–19.

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Rezaei, Nazanin, Juan Caicedo, Thomas P Wenzel, Annika Todd-Blick, K Sydny Fujita, Cristian Poliziani, Zachary Needell, Carlos Guirado, and C Anna Spurlock. "Zooming in on virtual commutes: Telecommuting impacts on mobility and sustainability." Transportation Research Part D: Transport and Environment 143 (2025) 104731.

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Sun, Bingrong, Shivam Sharda, Venu Garikapati, Mohamed Amine Bouzaghrane, Juan Caicedo, Srinath Ravulaparthy, Isabel Viegas de Lima, Ling Jin, C Anna Spurlock, and Paul Waddell. "Demographic Microsimulator for Integrated Urban Systems: Adapting Panel Survey of Income Dynamics to Capture the Continuum of Life." Transportation Research Record (2025).

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Hanig, Lily, Catherine Ledna, Destenie Nock, Corey D Harper, Arthur Yip, Eric Wood, and C Anna Spurlock. "Finding gaps in the national electric vehicle charging station coverage of the United States." Nature Communications 16.1 (2025).

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Fujita, K Sydny, Cristian Poliziani, Tom Wenzel, A Zachary Needell, Haitam Laarabi, Rashid Waraich, Annika Todd-Blick, Nazanin Rezaei, D Juan Caicedo, Carlos Guirado, and C Anna Spurlock. "Simulating Impacts from Transit Service Enhancements: Case Study in the San Francisco Bay Area, Transportation Research Record." Journal of the Transportation Research Board 2679.4 (2025).

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2024

Adlouni, Mohammed, Ling Jin, Xiaodan Xu, C Anna Spurlock, Alina Lazar, Kaveh Farokhi Sadabadi, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Emission Modeling of Urban Traffic Using Probe Vehicle Data: A Machine Learning Approach." 2024 IEEE International Conference on Big Data (BigData). IEEE, 2024. 8601–8603.

Xu, Xiaodan, Carlos Guirado, Ling Jin, Catherine Ledna, and C Anna Spurlock. NAtional Vehicle Itinerary GenerATor (NAVIGAT). 2024.

Xiao, J, Konstadinos G Goulias, Srinath Ravulaparthy, Shivam Sharda, Ling Jin, and C Anna Spurlock. "Evaluating the Impacts of Autonomous Electric Vehicles Adoption on Vehicle Miles Traveled and CO2 Emissions." Energies 17.6127 (2024).

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Jin, Ling, Xiaodan Xu, Yuhan Wang, Alina Lazar, Kaveh Farokhi Sadabadi, C Anna Spurlock, Zachary Needell, Duleep Rathgamage Don, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach." Data Science for Transportation 6.3 (2024).

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Poliziani, Cristian, A Zachary Needell, Haitam Laarabi, Rashid Waraich, Annika Todd-Blick, K Sydny Fujita, Nazanin Rezaei, D Juan Caicedo, Carlos Guirado, C Anna Spurlock, and Tom Wenzel. "Simulating Impacts from Transit Service Enhancements in the San Francisco Bay Area." Transportation Research Record: Journal of the Transportation Research Board (2024).

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Jin, Ling, Connor P Jackson, Yuhan Wang, Qianmiao Chen, Tin Ho, C Anna Spurlock, Aaron Brooker, Jake Holden, Jeff Gonder, Mohamed Amine Bouzaghrane, Bingrong Sun, Shivam Sharda, Venu Garikapati, Thomas P Wenzel, and Juan Caicedo. "Technology progress and clean vehicle policies on fleet turnover and equity: insights from household vehicle fleet micro-simulations with ATLAS." Transportation Planning and Technology (2024) 1–24.

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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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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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2023

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.

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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2022

Elmallah, Salma, Tony G Reames, and C Anna Spurlock. "Frontlining energy justice: Visioning principles for energy transitions from community-based organizations in the United States." Energy Research & Social Science 94 (2022).

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Spurlock, C Anna, Salma Elmallah, and Tony Reames. "Equitable deep decarbonization: A framework to facilitate energy justice-based multidisciplinary modeling." Energy Research & Social Science 92 (2022) 102808.

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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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Spurlock, C Anna, and K Sydny Fujita. "Equity implications of market structure and appliance energy efficiency regulation." Energy Policy 165 (2022) 112943.

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2021

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.

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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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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Fowlie, Meredith, Catherine Wolfram, Patrick Baylis, C Anna Spurlock, Annika Todd-Blick, and Peter Cappers. "Default Effects and Follow-On Behaviour: Evidence From an Electricity Pricing Program." The Review of Economic Studies 88.6 (2021) 2886–2934.

Pre-print Journal Article PDF

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