Low bit-flip rate probabilistic error cancellation

Abstract

Noise remains one of the most significant challenges in the development of reliable and scalable quantum processors. While quantum error correction and mitigation techniques offer potential solutions, they are often limited by the substantial overhead required. To address this, tailored approaches that exploit specific hardware characteristics have emerged. In quantum computing architectures utilizing cat-qubits, the inherent exponential suppression of bit-flip errors can significantly reduce the qubit count needed for effective error correction. In this work, we explore how the unique noise bias of cat-qubits can be harnessed to enhance error mitigation efficiency. Specifically, we demonstrate that the sampling cost associated with probabilistic error cancellation (PEC) methods can be exponentially reduced with the depth of the circuit when gates act on cat-qubits and preserve the noise bias. Similar results also hold for Clifford circuits and Pauli channels. Our error mitigation scheme is benchmarked across various quantum machine learning circuits, showcasing its practical advantages for near-term applications on cat-qubit architectures.

26 pages, 12 figures, 1 algorithm

References in corpus (15)

• Error mitigation for short-depth quantum circuits
• Quantum Error Mitigation
• Practical Quantum Error Mitigation for Near-Future Applications
• Hybrid quantum-classical algorithms and quantum error mitigation
• Quantum Simulation of Electronic Structure with Linear Depth and Connectivity
• Quantum algorithms for electronic structure calculations: particle/hole Hamiltonian and optimized wavefunction expansions
• Quantum speedup of Monte Carlo methods
• Probabilistic error cancellation with sparse Pauli-Lindblad models on noisy quantum processors
• Efficient Symmetry-Preserving State Preparation Circuits for the Variational Quantum Eigensolver Algorithm
• Option Pricing using Quantum Computers
• Fundamental limits of quantum error mitigation
• Implementation of the XY interaction family with calibration of a single pulse
• One hundred second bit-flip time in a two-photon dissipative oscillator
• Quantum unary approach to option pricing
• Variational Phase Estimation with Variational Fast Forwarding