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Midhun Chakkravarthy — most-cited papers & profile · Quantum Computing
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Midhun Chakkravarthy
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Most-cited papers
Variational Quantum Physics-Informed Neural Networks for Hydrological PDE-Constrained Learning with Inherent Uncertainty Quantification
2026
Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions
2026
Quantum Error Mitigation Strategies for Variational PDE-Constrained Circuits on Noisy Hardware
2026
Quantum Measurement Statistics as Bayesian Uncertainty Estimators for Physics-Constrained Learning
2026
Top co-authors
Prasad Nimantha Madusanka Ukwatta Hewage
· 4
Ruvan Kumara Abeysekara
· 4
Topics
quant-ph
cs.LG