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Efficient tensor network simulation of IBM's largest quantum processors

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arxiv 2309.15642 v3 pith:46IIYRTM submitted 2023-09-27 quant-ph cond-mat.str-elcs.CEcs.LG

classification quant-phcond-mat.str-elcs.CEcs.LG
keywords qubitsquantumprocessorsresultssimulatetensorefficientlyexperiment
verification ladder T0 review T1 audit T2 compute T3 formal
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We show how quantum-inspired 2d tensor networks can be used to efficiently and accurately simulate the largest quantum processors from IBM, namely Eagle (127 qubits), Osprey (433 qubits) and Condor (1121 qubits). We simulate the dynamics of a complex quantum many-body system -- specifically, the kicked Ising experiment considered recently by IBM in Nature 618, p. 500-505 (2023) -- using graph-based Projected Entangled Pair States (gPEPS), which was proposed by some of us in PRB 99, 195105 (2019). Our results show that simple tensor updates are already sufficient to achieve very large unprecedented accuracy with remarkably low computational resources for this model. Apart from simulating the original experiment for 127 qubits, we also extend our results to 433 and 1121 qubits, and for evolution times around 8 times longer, thus setting a benchmark for the newest IBM quantum machines. We also report accurate simulations for infinitely-many qubits. Our results show that gPEPS are a natural tool to efficiently simulate quantum computers with an underlying lattice-based qubit connectivity, such as all quantum processors based on superconducting qubits.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Variational Quantum Simulations of a Two-Dimensional Frustrated Transverse-Field Ising Model on a Trapped-Ion Quantum Computer

    quant-ph 2025-05 conditional novelty 6.0 of 10

    A 16-qubit trapped-ion processor, running classically pretrained VQE circuits without error mitigation, reproduces the ferromagnetic and stripe phases of a 2D frustrated transverse-field Ising model.

  2. Pauli Propagation: A Computational Framework for Simulating Quantum Systems

    quant-ph 2025-05 conditional novelty 5.0 of 10

    Pauli propagation, a classical method that evolves Pauli operators through quantum circuits, is presented as a unified algorithmic framework together with the Julia package PauliPropagation.jl that implements it.

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