Prasad Nimantha Madusanka Ukwatta Hewage

Identifiers

No identifiers captured yet.

Papers (5)

1. Beyond Weather Correlation: A Comparative Study of Static and Temporal Neural Architectures for Fine-Grained Residential Energy Consumption Forecasting in Melbourne, Australia cs.LG · 2026 · author #1
2. Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning quant-ph · 2026 · author #1
3. Quantum Error Mitigation Strategies for Variational PDE-Constrained Circuits on Noisy Hardware quant-ph · 2026 · author #1
4. Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions quant-ph · 2026 · author #1
5. Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification quant-ph · 2026 · author #1

Mentions

No mention provenance yet.

Frequent Coauthors

• Midhun Chakkravarthy 4 shared papers
• Ruvan Kumara Abeysekara 4 shared papers
• Hao Wu 1 shared papers