Zachary Needell
Publications
Viewing 11 of 11 publications
2024
, , , , , , , , , , , and . "Platform for Integrated Land use And Transportation Experiments and Simulation (PILATES) v1.0." 2024.
, , , , , , , , , and . "Evaluating disease surveillance strategies for early outbreak detection in contact networks with varying community structure." Social Networks 79 (2024) 122–132.
, , , , , , , , , and . "Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach." Data Science for Transportation 6.3 (2024).
, , , , , , , and . "Teaching freight mode choice models new tricks using interpretable machine learning methods." Frontiers in Future Transportation 5 (2024).
, , , , , , , , and . "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.
, , , , , , , , , , , , , , , , , and . Behavior, Energy, Autonomy & Mobility Comprehensive Regional Evaluator: Overview, calibration and validation summary of an agent-based integrated regional transportation modeling workflow. Berkeley, 2024.
, , , , and . A Modeling Framework for Behavior, Energy, Autonomy and Mobility (BEAM). 2024.
2023
, , , , , , , and . "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.
, , , , , , , , , and . "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.
2021
, , , , , , and . "A methodology to develop a geospatial transportation typology." Journal of Transport Geography 93 (2021) 103061.