Strotherm, Janine

3 publications

ICLR 2025 Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer

ECML-PKDD 2025 Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer

AAAI 2024 Physics-Informed Graph Neural Networks for Water Distribution Systems Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer