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cs.ET2026
MetaMorphQ: Physics-Based Metamorphic Testing of Variational Quantum Circuits
Ngoc Nhi Nguyen, John Le, Thai T. Vu +2
Variational Quantum Eigensolvers (VQEs) are central to quantum computing, yet testing them remains challenging due to the oracle problem: the ground-state energy they compute is it…
cs.ET2026
BRIDG-Q: Barren-Plateau-Resilient Initialisation with Data-Aware LLM-Generated Quantum Circuits
Ngoc Nhi Nguyen, Thai T Vu, John Le +3
Quantum circuit initialisation is a key bottleneck in variational quantum algorithms (VQAs), strongly impacting optimisation stability and convergence. Recent work shows that large…