Peer-reviewed publications
- 2024
- 59.R. Subaih, A. Tordeux and M. Chraibi, "Comprehensive review and new analysis software for single-file pedestrian experiments", Collective Dynamics, vol. 9, pp. 1–47, 2024.
- 58.R. Korbmacher, H. Dang, A. Tordeux, B. Gaudou and N. Verstaevel, "Empirical comparison of different pedestrian trajectory prediction methods at high densities" in International Conference on Traffic and Granular Flow, 2024, pp. 231-238.
- 57.R. Subaih and A. Tordeux, "Modeling pedestrian single-file movement: Extending the interaction to the follower", Physica A: Statistical Mechanics and its Applications, vol. 633, pp. 129394, 2024.
- 56.A. Tordeux, C. Totzeck, S. Lassarre and J. Lebacque, "Modelling pedestrian collective dynamics with port-Hamiltonian systems" in International Conference on Traffic and Granular Flow, 2024, pp. 187-195.
- 55.R. Korbmacher, H. Dang and A. Tordeux, "Predicting pedestrian trajectories at different densities: A multi-criteria empirical analysis", Physica A: Statistical Mechanics and its Applications, vol. 634, pp. 129440, 2024.
- 54.T. M. Julitz, A. Tordeux, N. Schlüter and M. Löwer, "Reliability of Redundant M-Out-Of-N Architectures With Dependent Components: Comprehensible Approach With Monte Carlo Simulation" in Advances in Reliability, Safety and Secruity. ESREL 2024 Monograph Book Series, Kołowrocki, Krzysztof and Dabrowska, Ewa, Eds. Gydnia: Polish Safety and Reliability Association, 2024, pp. 97-106.
- 53.J. Ackermann, M. Ehrhardt, T. Kruse and A. Tordeux, "Stabilisation of stochastic single-file dynamics using port-Hamiltonian systems", IFAC-PapersOnLine, vol. 58, no. 17, pp. 145-150, 2024.
- 52.B. Rüdiger, A. Tordeux and B. E. Ugurcan, "Stability analysis of a stochastic port-Hamiltonian car-following model", Journal of Physics A: Mathematical and Theoretical, vol. 57, no. 29, pp. 295203, 2024. IOP Publishing.
- 51.M. Ehrhardt and A. Tordeux, "Stability of heterogeneous linear and nonlinear car-following models", Franklin Open, vol. 9, pp. 100181, 2024.
- 50.M. Ehrhardt, T. Kruse and A. Tordeux, "The collective dynamics of a stochastic Port-Hamiltonian self-driven agent model in one dimension", ESAIM: Mathematical Modelling and Numerical Analysis, vol. 58, no. 2, pp. 515-544, 2024.
- 49.R. Korbmacher and A. Tordeux, "Toward better pedestrian trajectory predictions: the role of density and time-to-collision in hybrid deep-learning algorithms", Sensors, vol. 24, no. 7, pp. 2356, 2024.
- 48.R. Korbmacher and A. Tordeux, "Deep Learning for Predicting Pedestrian Trajectories in Crowds" in Intelligent Systems and Applications, Arai, Kohei, Eds. Cham: Springer Nature Switzerland, 2024, pp. 720-725.
- 2023
- 47.P. Khound, P. Will, A. Tordeux and F. Gronwald, "The Over-Damped String Stability Condition for a Platooning System", System Theory, Control and Computing Journal, vol. 3, no. 1, pp. 12-19, 2023.
- 46.P. Khound, P. Will, A. Tordeux and F. Gronwald, "Unified framework for over-damped string stable adaptive cruise control systems", Transportation Research Part C: Emerging Technologies, vol. 148, pp. 104039, 2023. Elsevier.
- 45.H. Dang, R. Korbmacher, A. Tordeux, B. Gaudou and N. Verstaevel, "TTC-SLSTM: Human Trajectory Prediction Using Time-to-Collision Interaction Energy" in 2023 15th IEEE International Conference on Knowledge and Systems Engineering (KSE), 2023, pp. 1-6.
- 44.R. Korbmacher, A. Nicolas, A. Tordeux and C. Totzeck, "Time-Continuous Microscopic Pedestrian Models: An Overview" in Crowd Dynamics, Volume 4, Cham: Springer International Publishing, 2023, pp. 55-80.
- 43.I. Ba and A. Tordeux, "Signalized and unsignalized road traffic intersection models: A comprehensive benchmark analysis", Collective Dynamics, vol. 8, pp. A144, 2023.
- 42.J. Cordes, M. Chraibi, A. Tordeux and A. Schadschneider, "Single-File Pedestrian Dynamics: A Review of Agent-Following Models" in Crowd Dynamics, Volume 4, Cham: Springer International Publishing, 2023, pp. 143-178.
- 41.B. Khelfa, I. Ba and A. Tordeux, "Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms", Physica A: Statistical Mechanics and its Applications, vol. 612, pp. 128471, 2023.
- 40.A. Tordeux and C. Totzeck, "Multi-scale description of pedestrian collective dynamics with port-Hamiltonian systems", Networks and Heterogeneous Media, vol. 18, no. 2, pp. 906-929, 2023.
- 39.T. M. Julitz, A. Tordeux and M. Löwer, "Computer-aided design of fault-tolerant hardware architectures for autonomous driving systems", Proceedings of the Design Society, vol. 3, pp. 1047-1056, 2023. Cambridge University Press.
- 38.C. Gnendiger, M. Chraibi and A. Tordeux, "Come together: A unified description of the escalator capacity", PLOS ONE, vol. 18, no. 3, pp. e0282599, 2023.
- 2022
- 37.B. Khelfa, R. Korbmacher, A. Schadschneider and A. Tordeux, "Heterogeneity-induced lane and band formation in self-driven particle systems", Scientific Reports, vol. 12, no. 1, pp. 1-11, 2022. Nature Publishing Group.
- 36.B. Khelfa, R. Korbmacher, A. Schadschneider and A. Tordeux, "Initiating lane and band formation in heterogeneous pedestrian dynamics", Collective Dynamics, vol. 6, pp. 1-13, 2022.
- 35.R. Subaih, M. Maree, A. Tordeux and M. Chraibi, "Questioning the anisotropy of pedestrian dynamics: An empirical analysis with artificial neural networks", Applied Sciences, vol. 12, no. 15, pp. 7563, 2022. MDPI.
- 34.T. M. Julitz, A. Tordeux and M. Löwer, "Reliability of Fault-Tolerant System Architectures for Automated Driving Systems" in Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022, pp. 120-127.
- 33.R. Korbmacher and A. Tordeux, "Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches", IEEE Transactions on Intelligent Transportation Systems, vol. 23(12), pp. 24126-24144, 2022. IEEE.
- 32.P. Khound, P. Will, A. Tordeux and F. Gronwald, "The importance of the over-damped string stability criterion for a platooning control system" in 2022 26th IEEE International Conference on System Theory, Control and Computing (ICSTCC), 2022, pp. 1-6.
- 31.J. Cordes, M. Chraibi, A. Tordeux and A. Schadschneider, "Time-to-collision models for single-file pedestrian motion", Collective Dynamics, vol. 6, pp. 1-10, 2022.
- 2021
- 30.B. Khelfa and A. Tordeux, "Lane-changing prediction in highway: Comparing empirically rule-based model MOBIL and a naive Bayes algorithm" in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp. 1598-1603.
- 29.B. Khelfa and A. Tordeux, "Understanding and Predicting Overtaking and Fold-Down Lane-Changing Maneuvers on European Highways Using Naturalistic Road User Data" in 2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), 2021, pp. 168-173.
- 28.M. Friesen, H. Gottschalk, B. Rüdiger and A. Tordeux, "Spontaneous wave formation in stochastic self-driven particle systems", SIAM Journal on Applied Mathematics, vol. 81, no. 3, pp. 853-870, 2021. SIAM.
- 27.I. Ba and A. Tordeux, "Comparing Macroscopic First Order Models of Regulated and Unregulated Road Traffic Intersections" in Proceeding of 30th European Safety and Reliability (ESREL) Conference, 2021.
- 26.P. Khound, P. Will, A. Tordeux and F. Gronwald, "Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems", Journal of Intelligent Transportation Systems, vol. 27, pp. 36-56, 2021. Taylor & Francis.
- 25.J. Wang, M. Boltes, A. Seyfried, A. Tordeux, J. Zhang and W. Weng, "Experimental study on age and gender differences in microscopic movement characteristics of students", Chinese Physics B, vol. 30, no. 9, pp. 098902, 2021. IOP Publishing.
- 24.B. Khelfa and A. Tordeux, "Comparing rule-based and data-based approaches for lane-change prediction" in Proceeding of 30th European Safety and Reliability (ESREL) Conference, 2021.
- 2020
- 23.M. Chraibi, B. Steffen and A. Tordeux, "Analysis of pedestrian motion using Voronoi diagrams in complex geometries" in Traffic and Granular Flow 2019, Springer, 2020, pp. 39-44.
- 22.A. Tordeux and B. Khelfa, "Dynamic Safety Analysis of Longitudinal Motion Planning for Autonomous Vehicles" in Proceeding of 29th European Safety and Reliability (ESREL) Conference, 2020.
- 21.B. Khelfa and A. Tordeux, "Extended Longitudinal Motion Planning for Autonomous Vehicles on Highways Including Lane Changing Prediction" in Traffic and Granular Flow 2019, Springer, 2020, pp. 495-503.
- 20.A. Schadschneider and A. Tordeux, "Noise-induced stop-and-go dynamics in pedestrian single-file motion", Collective Dynamics, vol. 5, pp. 356-363, 2020.
- 19.A. Tordeux, J. Lebacque and S. Lassarre, "Robustness analysis of car-following models for full speed range ACC systems" in Traffic and Granular Flow 2019, Springer, 2020, pp. 571-581.
- 18.A. Tordeux, A. Schadschneider and S. Lassarre, "Stop-and-go waves induced by correlated noise in pedestrian models without inertia", Journal of traffic and transportation engineering (English edition), vol. 7, no. 1, pp. 52--60, 2020. Elsevier.
- 17.J. Cordes, A. Schadschneider and A. Tordeux, "The trouble with 2nd order models or how to generate stop-and-go traffic in a 1st order model" in Traffic and Granular Flow 2019, Springer, 2020, pp. 45--51.
- 2019
- 16.A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Prediction of pedestrian speed with artificial neural networks" in International Conference on Traffic and Granular Flow, 2019, pp. 327-335.
- 15.A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Prediction of pedestrian dynamics in complex architectures with artificial neural networks", Journal of Intelligent Transportation Systems, vol. 24, no. 6, pp. 556-568, 2019. Taylor & Francis.
- 14.A. Tordeux, A. Schadschneider and S. Lassarre, "Noise-induced stop-and-go dynamics" in International Conference on Traffic and Granular Flow, 2019, pp. 337-345.
- 13.J. Wang, M. Boltes, A. Seyfried, A. Tordeux, J. Zhang, V. Ziemer and W. Weng, "Influence of gender on the fundamental diagram and gait characteristics" in International Conference on Traffic and Granular Flow, 2019, pp. 225-234.
- 12.Q. Xu, M. Chraibi, A. Tordeux and J. Zhang, "Generalized collision-free velocity model for pedestrian dynamics", Physica A: Statistical Mechanics and its Applications, vol. 535, pp. 122521, 2019. Elsevier.
- 11.V. Kurtc, M. Chraibi and A. Tordeux, "Automated quality assessment of space-continuous models for pedestrian dynamics" in International Conference on Traffic and Granular Flow, 2019, pp. 317-325.
- 10.A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Artificial neural networks predicting pedestrian dynamics in complex buildings" in Workshop on Stochastic Models, Statistics and their Application, 2019, pp. 363-372.
- 2018
- 9.A. Tordeux, G. Lämmel, F. S. Hänseler and B. Steffen, "A mesoscopic model for large-scale simulation of pedestrian dynamics", Transportation Research Part C: Emerging Technologies, vol. 93, pp. 128-147, 2018. Elsevier.
- 8.M. Boltes, J. Zhang, A. Tordeux, A. Schadschneider and A. Seyfried, "Empirical results of pedestrian and evacuation dynamics", Encyclopedia of Complexity and Systems Science, vol. 16, pp. 1-29, 2018. Springer Berlin, Germany.
- 7.A. Tordeux, G. Costeseque, M. Herty and A. Seyfried, "From traffic and pedestrian follow-the-leader models with reaction time to first order convection-diffusion flow models", SIAM Journal on Applied Mathematics, vol. 78, no. 1, pp. 63-79, 2018. SIAM.
- 6.Y. Xiao, M. Chraibi, Y. Qu, A. Tordeux and Z. Gao, "Investigation of Voronoi diagram based direction choices using uni-and bi-directional trajectory data", Physical Review E, vol. 97, no. 5, pp. 052127, 2018. APS.
- 5.M. Chraibi, A. Tordeux, A. Schadschneider and A. Seyfried, "Modelling of pedestrian and evacuation dynamics", Encyclopedia of Complexity and Systems Science, pp. 1-22, 2018. Springer Heidelberg.
- 4.A. Schadschneider, M. Chraibi, A. Seyfried, A. Tordeux and J. Zhang, "Pedestrian dynamics: From empirical results to modeling" in Crowd Dynamics, Volume 1, Springer, 2018, pp. 63-102.
- 3.J. Wang, W. Weng, M. Boltes, J. Zhang, A. Tordeux and V. Ziemer, "Step styles of pedestrians at different densities", Journal of Statistical Mechanics: Theory and Experiment, vol. 2018, no. 2, pp. 023406, 2018. IOP Publishing.
- 2017
- 2.A. Tordeux, M. Chraibi, A. Schadschneider and A. Seyfried, "Influence of the number of predecessors in interaction within acceleration-based flow models", Journal of Physics A: Mathematical and Theoretical, vol. 50, no. 34, pp. 345102, 2017. IOP Publishing.
- 1.A. K. Wagoum, A. Tordeux and W. Liao, "Understanding human queuing behaviour at exits: an empirical study", Royal Society Open Science, vol. 4, no. 1, pp. 160896, 2017. The Royal Society Publishing.