Data-driven Modeling and Simulation OptiY offers a new training course on the hot topic Physics-informed Machine Learning. Thus, customers can use this novel technology module for the daily work.

Numerical Simulation in Fatigue Strength OptiY will present "Data-driven Modeling and Simulation via physics-informed Machine Learning on the Example of a double Spring-Damper-Mass-System" in Darmstadt on 29.01.2025 - 30.01.2025.

Innovation Day Mainfranken OptiY will take part in Innovation Day Mainfranken at the university Würzburg on the field of artifical intelligence on 25. September 2024.

Data-driven Modeling and Simulation of a double Spring Mass Damper System For the double spring mass damper system, there are only measurement data for the position of mass 1 and partial differential equation and initial conditions for mass 2. From these imperfect data and physics, the system response can be modeled and simulated in real-time based on the physic-informed machine learning. The simulation and measurement of the system response coincides totally. This novel technology show case presents the new way, how to model the system from any mix of data and physical components as partial differential equation, initial conditions and constraints.More