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)

Beyond Weather Correlation: A Comparative Study of Static and Temporal Neural Architectures for Fine-Grained Residential Energy Consumption Forecasting in Melbourne, Australia. - Prasad Nimantha Madusanka Ukwatta Hewage; Hao Wu (CoRR, 2026)