Parallelized Stabilizer Simulation for QEC With Efficient non-Clifford Noise Modeling
ORAL
Abstract
We present a GPU-parallelized stabilizer simulator to improve scaling for QEC workloads, exceeding the state of the art per-gate simulation time within a few hundred qubits. Our simulator efficiently supports general Clifford error channels beyond the standard Pauli errors, and general non-Clifford errors via stabilizer channel decomposition. Using a quasi-probabilistic mixture of Clifford and Reset operations, we enable accurate and fast simulation of non-Clifford channels by taking advantage of the massive parallelism available on graphics processors. Of particular interest, we notice that compositions of Clifford and non-Clifford channels can reduce the negativity in quasi-probabistic decompositions, which can entirely eliminate exponential time overhead in certain regimes. We specifically show that qubit T1 relaxation with T2 decoherence can become a completely positive compound probability distribution for many types of qubits. We model previously impractical surface code and qLDPC code performance with exact T1/T2 channels, and show that logical error rates and code thresholds become significantly more optimistic than the best Pauli approximations suggest.
*This research was supported by the Quantum Algorithms and Architecture for Domain Science Initiative (QuAADS), under the Laboratory Directed Research and Development (LDRD) Program at Pacific Northwest National Laboratory (PNNL). This work was supported by the U.S. Department of Energy, Office of Science, National Quantum Information Science Research Centers, Quantum Science Center (QSC). This research used resources of the Oak Ridge Leadership Computing Facility, which is a DOE Office of Science User Facility supported under Contract DE-AC05-00OR22725. This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility located at Lawrence Berkeley National Laboratory, operated under Contract No. DE-AC02-05CH11231. The Pacific Northwest National Laboratory is operated by Battelle for the U.S. Department of Energy under Contract DE-AC05-76RL01830.
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Publication:'STABSim: A Parallelized Clifford Simulator with Features Beyond Direct Simulation', https://arxiv.org/abs/2507.03092 'Composite qubit noise channels for exact and efficient relaxation simulation', Planned