2 papers
nlin.AO2026
A Lyapunov stability proof and a port-Hamiltonian physics-informed neural network for chaotic synchronization in memristive neurons
Behnam Babaeian, Marius E. Yamakou
We study chaotic synchronization in a 5D Hindmarsh--Rose neuron model augmented with electromagnetic induction and a switchable memristive autapse. For two diffusively coupled iden…
eess.SY2025
Adaptive Self-Improvement for Smarter Energy Systems using Agentic Policy Search
Alexander Sommer, Peter Bazan, Behnam Babaeian +3
Controlling energy systems usually involves manually designed policies for decision-making, which can be complex and time-consuming to develop. This process requires interdisciplin…