Condition monitoring plays a vital role in ensuring the reliability and optimal performance of
various engineering systems. Traditional methods for condition monitoring rely on physics …

To mitigate climate change, the share of renewable energies in power production needs to
be increased. Renewables introduce new challenges to power grids regarding the dynamic …

To mitigate climate change, the share of renewable needs to be increased. Renewable
energies introduce new challenges to power grids due to decentralization, reduced inertia …

This paper presents a sequence of two approaches for the data-driven control-oriented
modeling of networked systems, ie, the systems that involve many interacting dynamical …

With the development of cutting-edge technologies and the efforts of business giants,
Metaverse is becoming increasingly reachable. In addition to the fields of healthcare …

Mitigating climate change and reducing emissions of greenhouse gases to net-zero by mid-
century is a huge global challenge. The renewable energy transition is one of the key pillars …

We consider a Graph Neural Network (GNN) non-Markovian modeling framework to identify
coarse-grained dynamical systems on graphs. Our main idea is to systematically determine …