Zachary Needell

Publications

Viewing 14 of 14 publications

2026

Poliziani, Cristian, Ling Jin, Xiaodan Xu, Yuhan Wang, Haitam Laarabi, James Butler, Carlos Guirado, Nazanin Rezaei, Zachary Needell, Tom Wenzel, and C․Anna Spurlock. "Traffic, air quality, and health impacts resulting from transport interventions using a regional-scale agent-based transportation system model." Sustainable Cities and Society 141 (2026) 107263.

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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

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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2024

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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Browne, Axel, David Butts, Edgar Jaramillo-Rodriguez, Nidhi Parikh, Geoffrey Fairchild, Zachary Needell, Cristian Poliziani, Thomas P Wenzel, Timothy C Germann, and Sara Del Valle. "Evaluating disease surveillance strategies for early outbreak detection in contact networks with varying community structure." Social Networks 79 (2024) 122–132.

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Needell, Zachary, Paul Waddell, Juan Caicedo, Haitam Laarabi, Yuhan Wang, Cristian Poliziani, Jessica Lazarus, Dmitrii Openkov, Max Gardner, Nazanin Rezaei, Josh Auld, and Randy Weimer. "Platform for Integrated Land use And Transportation Experiments and Simulation (PILATES) v1.0." 2024.

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

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.

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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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.

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