Can physical information aid the generalization ability of Neural Networks for hydraulic modeling?

Gianmarco Guglielmo, Andrea Montessori, Jean-Michel Tucny +2

Application of Neural Networks to river hydraulics is fledgling, despite the field suffering from data scarcity, a challenge for machine learning techniques. Consequently, many pur…