Using NeuralODEs in Real Life Applications | JuliaCon 2023

Using NeuralODEs in Real Life Applications | JuliaCon 2023

NeuralODEs lead to amazing results in academic examples. But the expectations are often being disappointed as soon as one tries to adapt this concept for real engineering use cases. Bad convergence behavior, handling of discontinuities and/or instabilities are just...
General Assembly and Review Meeting

General Assembly and Review Meeting

After two years of almost virtual collaboration, the UPSIM partners were finally able to come together for the 5th General Assembly Meeting and 2nd Review Meeting in Eindhoven, Netherlands. The meetings were hosted TU Eindhoven with wonderful hospitality and the...
Credible Digital Twins 4 Cyber-Physical Systems

Credible Digital Twins 4 Cyber-Physical Systems

Collaboration with the INTO-CPS Association will push for applications of UPSIM results within the context of Cyber-Physical Systems (CPS) for aligning approaches and bringing together interested partners. With the large number of components and their inherent...
Digital Twin Definition for UPSIM

Digital Twin Definition for UPSIM

The UPSIM Consortium with its cross-domain partners identified the need for a project-specific Digital Twin (DT) definition as no perfect match exists so far. A working group developed a first UPSIM DT definition announced today. “The Credible Digital Twin is a...
AI-Enriched Modelling and Simulation

AI-Enriched Modelling and Simulation

Bridging the Gap Between Industrial Use Cases, Methods and Algorithms The simulation ecosystem of the Julia programming language is rapidly growing. In order to bridge the gap between industrial use cases and methods and algorithms available in Julia, FMI.jl is...