Physics-Informed Graph Neural Networks for Water Distribution Systems

1 code implementation • 27 Mar 2024 • Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer

In this realm, we propose a novel and efficient machine learning emulator, more precisely, a physics-informed deep learning (DL) model, for hydraulic state estimation in WDS.

Fairness in KI-Systemen

no code implementations • 17 Jul 2023 • Janine Strotherm, Alissa Müller, Barbara Hammer, Benjamin Paaßen

We explain the main fairness definitions and strategies for achieving fairness using concrete examples and place fairness research in the European context.

Fairness