Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification. - Prasad Nimantha Madusanka Ukwatta Hewage; Midhun Chakkravarthy; Ruvan Kumara Abeysekara (CoRR, 2026)