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Researchers Find Resilient Feature Map Maintains Accuracy At 10% Noise
4+ day, 35+ min ago (173+ words) Muhammad Ahsan Shakeel from Management Sciences and colleagues have shown that an amplitude-inspired quantum feature map maintains one hundred per cent test accuracy up to an error probability of 0.10 across depolarizing, bit-flip and phase-flip noise channels. Other tested feature maps…...
Noise-induced Equalization Improves Quantum Learning Accuracy
3+ week, 1+ day ago (266+ words) Researchers at the University of Basel and the University of Pavia published findings in Quantum Science and Technology on August 21, 2026, detailing an approach to quantum learning. The work demonstrates that introducing controlled quantum noise can improve the accuracy of variational…...
Researchers Cut Quantum Circuit Gate Count With Reinforcement Learning
3+ week, 3+ day ago (661+ words) On twenty-qubit Clifford+T circuits, a new method removes double the number of computational steps compared with existing techniques, even when applied to problems five times more complex than those used during its development. By integrating established simplification rules into…...