Quantum error correction can be significantly improved by dynamically adapting the decoding graph weights to account for drifted noise and correlated errors on real quantum hardware.
The spanning tree matching (STM) decoder provides a fast and efficient alternative to the minimum weight perfect matching (MWPM) decoder for quantum surface codes, with a significant advantage in decoding time at the cost of a slight performance degradation.