AUTHOR=Guglielmo Gianmarco , Montessori Andrea , Tucny Jean-Michel , La Rocca Michele , Prestininzi Pietro TITLE=A priori physical information to aid generalization capabilities of neural networks for hydraulic modeling JOURNAL=Frontiers in Complex Systems VOLUME=2 YEAR=2025 URL=https://www.frontiersin.org/journals/complex-systems/articles/10.3389/fcpxs.2024.1508091 DOI=10.3389/fcpxs.2024.1508091 ISSN=2813-6187