Ran Miao

QAdapt: A Noise-Adaptive Neural Pre-Decoding Framework for Quantum Error Correction

QAdapt is presented, a noise-adaptive neural pre-decoding framework for surface-code quantum error correction that captures local spatiotemporal correlations in syndrome data, sequentially adapting to evolving noise conditions while mitigating catastrophic forgetting, and forwards the residual syndrome to a conventiona...