Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems

Ashraf et al. "Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-06129-4_3

[Ashraf et al. "Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/ashraf2025ecmlpkdd-go/) doi:10.1007/978-3-032-06129-4_3

@inproceedings{ashraf2025ecmlpkdd-go,
  title     = {{Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems}},
  author    = {Ashraf, Inaam and Strotherm, Janine and Hermes, Luca and Hammer, Barbara},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {41-59},
  doi       = {10.1007/978-3-032-06129-4_3},
  url       = {https://mlanthology.org/ecmlpkdd/2025/ashraf2025ecmlpkdd-go/}
}