Thank you for your interest in UPSIM. We will update this section soon.


[1] UPSIM Flyer (pdf)

[2] UPSIM Project Leaflet (pdf)

[3] Tobias Thummerer, Johannes Tintenherr, Lars Mikelsons (2021): Hybrid modeling of the human cardiovascular system using NeuralFMUs. International Conference on Mathematical Modeling in Physical Sciences, Sept. 6-9.

[4] Leo Gall, Martin Otter, Matthias Reiner, Matthias Schäfer, Jakub Tobolár (2021): Continuous Development and Management of Credible Modelica Models. Modelica 2021 Conference, Sept. 20-24.

[5] Tobias Thummerer, Josef Kircher, Lars Mikelsons (2021): NeuralFMU: Towards Structural Integration of FMUs into Neural Networks. Modelica 2021 Conference, Sept. 20-24.

More details on FMI.jl and FMIFlux.jl.


[1] UPSIM Project Introduction (pdf)

[2] M. Benedikt: „Co-simulation governance – a path to credible system simulation“; International Symposium on Co-Simulation and Solver Coupling in Dynamics, COSIM 2021, Ferrol, Spain, May 24 – 25, 2021 (online event, keynote)

[3] M. Benedikt: „Credibility Argumentation for Virtual Validation of Automated Vehicle Systems“; 14. Grazer Symposium Virtuelles Fahrzeug, Graz, Austria, September 1-2, 2021 (conference presentation/talk)

[4] M. Benedikt: „Simulation Credibility for Virtual Validation of Automated Vehicle Systems“; 2021 NAFEMS World Congress, Salzburg, Austria, October 25-29, 2021 (conference presentation/talk)



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Coordinated by Virtual Vehicle Research GmbH


The ITEA3 UPSIM Project N°19006 has been made possible by the financial contribution from national funding agencies from Germany, Netherlands, Austria, Denmark, Romania.

Funding Framework

National Funding Agencies

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