| Bayesian neural networks with physics‐aware regularization for probabilistic travel time modeling A Olivier, S Mohammadi, AW Smyth, M Adams Computer‐Aided Civil and Infrastructure Engineering 38 (18), 2614-2631, 2023 | 16 | 2023 |
| The role of drivers’ social interactions in their driving behavior: Empirical evidence and implications for car-following and traffic flow S Mohammadi, R Arvin, AJ Khattak, S Chakraborty Transportation research part F: traffic psychology and behaviour 80, 203-217, 2021 | 15 | 2021 |
| Data analytics for improved closest hospital suggestion for EMS operations in New York City A Olivier, M Adams, S Mohammadi, A Smyth, K Thomson, T Kepler, ... Sustainable Cities and Society 86, 104104, 2022 | 11 | 2022 |
| Simulating New York city hospital load balancing during covid-19 EL de Larrea, H Lam, E Sanabria, J Sethuraman, S Mohammadi, A Olivier, ... 2021 winter simulation conference (WSC), 1-12, 2021 | 10 | 2021 |
| Big Data Generated by Connected and Automated Vehicles for Safety Monitoring, Assessment and Improvement, Final Report (Year 3) AJ Khattak, I Mahdinia, S Mohammadi, A Mohammadnazar, B Wali arXiv preprint arXiv:2101.06106, 2021 | 9 | 2021 |
| Probabilistic prediction of trip travel time and its variability using hierarchical bayesian learning S Mohammadi, A Olivier, A Smyth ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2023 | 5 | 2023 |
| Social Influence on Driver Decisions Using Modeling and Gossip Algorithms S Mohammadi, M Kamrani, AJ Khattak, S Chakraborty Transportation Research Board 98th Annual MeetingTransportation Research Board, 2019 | 4 | 2019 |
| Hospital load balancing: A data-driven approach to optimize ambulance transports during the COVID-19 pandemic in New York City E Dolan, N Johnson, T Kepler, H Lam, E Lelo de Larrea, S Mohammadi, ... Available at SSRN 4094485, 2022 | 2 | 2022 |
| Surrogate Modeling of Trajectory Map-matching in Urban Road Networks using Transformer Sequence-to-Sequence Model S Mohammadi, AW Smyth arXiv preprint arXiv:2404.12460, 2024 | 1* | 2024 |
| Short-term adaptive emergency call volume prediction E Sanabria, H Lam, EL de Larrea, J Sethuraman, S Mohammadi, A Olivier, ... 2021 Winter Simulation Conference (WSC), 1-12, 2021 | 1 | 2021 |
| Geospatial Probabilistic Machine Learning for Analyzing Urban Vehicular Mobility Patterns With Decision-Making Application S Mohammadi Columbia University, 2024 | | 2024 |
| Simulating New York City Hospital Load Balancing During COVID-19 E Lelo de Larrea, E Dolan, N Johnson, T Kepler, H Lam, S Mohammadi, ... Proceedings of the 2021 Winter Simulation Conference. IEEE, 2021 | | 2021 |
| Freight Flows and Incident Management A Khattak, X Li, S Mohammadi, M Kamrani, M Burton, DB Clarke Tennessee. Department of Transportation, 2019 | | 2019 |
| Manhattan in Motion: Visualizing Delivery Vehicle Crash Density for Safer Urban Mobility M Carrillo, S Mohammadi, A Smyth | | |
Andrew SmythProfessor of Civil Engineering and Engineering Mechanics, Columbia UniversityVerifisert e-postadresse på civil.columbia.edu