Publications

Conference proceedings

• Van Lint, H., Punzo, V., Montanino, M., Rodrigues, M. (2022). Vision for a new industry-standard methodology for virtual assessment of automated driving systems. Proceedings of the102th Transportation Research Board Annual Meeting, Washington, D.C., USA.
• Raiyn, J. and Weidl, G. (2023). Naturalistic Driving Studies Data Analysis Based on a Convolutional Neural Network. 9th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2023)
• Weidl, G., Berres, S. and Raiyn, J. (2023). Does a livable city profit from a shared CCAM Shuttle Bus on demand? 9th International Symposium on Transportation Data & Modelling (ISTDM2023) Ispra.
• Finkeldei, F. and Althoff, M., (2023). Synthesizing Traffic Scenarios from Formal Specifications Using Reachability Analysis. In IEEE 26th International Conference on Intelligent Transportation Systems (ITSC).
• Raiyn, J. and Weidl, G., (2023). Improving Autonomous Vehicle Reasoning with Non-Monotonic Logic: Advancing Safety and Performance in Complex Environments. In 2023 IEEE International Smart Cities Conference (ISC2) (pp. 1-8). IEEE.
• Zaccaria, G., Punzo, V., Montanino M. (2023) Nonlinear string stability analysis of Gipps’ model and of the IDM. International Symposium on Transportation Data & Modelling (ISTDM2023).
• Punzo, V., Iannelli, D., Saltelli, A., Montanino, M. (2024) Incorporating human factors in car-following models: a model credibility assessment framework. 103rd Transportation Research Board Annual Meeting (TRBAM).
• Montanino, M., Zaccaria, G., Punzo, V. (2024) Nonlinear string stability analysis of car-following models: metastability thresholds and rear-end collisions. 103rd Transportation Research Board Annual Meeting (TRBAM).
• Punzo, V., Iannelli, D., Saltelli, A., & Montanino, M. (2025). Incorporating human factors in car-following models: Quantitative assessment of 640 competing model formulations. In Proceedings of the 104th Transportation Research Board Annual Meeting (TRBAM).

• Piano, S.L., Lőrincz, M.J., Puy, A., Pye, S., Saltelli, A., Smith, S.T. and van der Sluijs, J.P., (2021). Unpacking uncertainty in the modelling process for energy policy making. arXiv preprint arXiv:2111.00782.
• Saltelli, A., Puy, A. (2023). What Can Mathematical Modelling Contribute to a Sociology of Quantification?. Humanities and Social Sciences Communications.
• Saltelli, A., Kuc-Czarnecka, M., Piano, S.L., Lőrincz, M.J., Olczyk, M., Puy, A., Reinert, E., Smith, S.T., van der Sluijs, J.P. (2023). Impact assessment culture in the European Union. Time for something new?. Environmental Science and Policy, 142, pp. 99-111.
• Di Fiore, M., Kuc-Czarnecka, M., Lo Piano, S., Puy, A., Saltelli, A. (2023). The Challenge of Quantification: An Interdisciplinary Reading. Minerva, 61 (1), pp. 53-70.
• Schakel, W.; Knoop, V.; Keyvan-Ekbatani, M.; van Lint, H. (2023). Social Interactions on Multi-Lane Motorways: Towards a Theory of Impacts. Preprints. 2023050193.
• Chaara, M.M., Weidla, G. and Raiyna, J., (2023). Analyse the effect of fog on the perception. EU Science Hub, p.329.
• Lo Piano, S., Lőrincz, M.J., Puy, A., Pye, S., Saltelli, A., Smith, S.T. and van der Sluijs, J., (2023). Unpacking the modeling process for energy policy making. Risk Analysis.
• Saltelli, A., (2023). What is Post-normal Science? A Personal Encounter. Foundations of Science, pp.1-10.
• Raiyn, J. and Weidl, G., (2024). Predicting autonomous driving behavior through human factor considerations in safety-critical events. Smart Cities, 7(1), pp.460-474.
• Puy, A., Roy, P. T., & Saltelli, A. (2024). Discrepancy measures for global sensitivity analysis. Technometrics, 0 (ja), 1–19.
• Tarantola, S.; Ferretti, F.; Lo Piano, S.; Kozlova, M.; Lachi, A.; Rosati, R., Puy, A.; Roy, P.; Vannucci, G.; Kuc-Czarnecka, M. and Saltelli, A. (2024), An annotated timeline of sensitivity analysis. Environmental Modelling & Software.
• Ahlström, C., Kircher, K., Johansson, F., & Andersson Olstam, J. (2025). Driver attention in urban intersections when crossing paths with cyclists. Accident Analysis & Prevention.
• Piano, S. L., & Saltelli, A. (2025). Energy policy-making in the European Union between past and present. Energy Research & Social Science.
• Saltelli, A. (2025). Models and the common good. Environmental Modelling & Software.
• Saltelli, A., Melsen, L. A., & Puy, A. (2025). Digital twins of the Earth between vision and fiction. Foundations of Science.
• Saltelli, A., Gigerenzer, G., Hulme, M., Katsikopoulos, K., Melsen, L. A., Glen, P., Pielke Jr., R., Robertson, S., Stirling, A., Tavoni, M., & Puy, A.(2024). Bring digital twins back to Earth. WIREs Climate Change.
• Saltelli, A., Puy, A., & Di Fiore, M. (2024). Mathematical models: A state of exception. International Review of Applied Economics.