2 papers
eess.SY2026
Towards an FMI Layered Standard for DAE: Applications for Simulation and Optimization
Elmir Nahodovic, Andreas Heuermann, Joel A. E. Andersson +8
The Functional Mock-up Interface (FMI) 3.0 standard for Model Exchange is restricted to hybrid ordinary differential equations, requiring any internal algebraic equations to be sol…
cs.LG2025
Ensemble based Closed-Loop Optimal Control using Physics-Informed Neural Networks
Jostein Barry-Straume, Adwait D. Verulkar, Arash Sarshar +2
The objective of designing a control system is to steer a dynamical system with a control signal, guiding it to exhibit the desired behavior. The Hamilton-Jacobi-Bellman (HJB) part…