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Shadow Ansatz for the Many-Fermion Wave Function in Scalable Molecular Simulations on Quantum Computing Devices

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arxiv 2408.11026 v1 pith:Q77KNSRI submitted 2024-08-20 quant-ph physics.chem-phphysics.comp-ph

classification quant-phphysics.chem-phphysics.comp-ph
keywords ansatzfunctionshadowwavequantumclassicalcomputingdevices
verification ladder T0 review T1 audit T2 compute T3 formal
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abstract

Here we show that shadow tomography can generate an efficient and exact ansatz for the many-fermion wave function on quantum devices. We derive the shadow ansatz -- a product of transformations applied to the mean-field wave function -- by exploiting a critical link between measurement and preparation. Each transformation is obtained by measuring a classical shadow of the residual of the contracted Schr\"odinger equation (CSE), the many-electron Schr\"odinger equation (SE) projected onto the space of two electrons. We show that the classical shadows of the CSE vanish if and only if the wave function satisfies the SE and, hence, that randomly sampling only the two-electron space yields an exact ansatz regardless of the total number of electrons. We demonstrate the ansatz's advantages for scalable simulations -- fewer measurements and shallower circuits -- by computing H$_{3}$ on simulators and a quantum device.

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Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. OpenAlex reports about 2 citations worldwide. Full citation record

  1. Classical Shadows with Improved Median-of-Means Estimation

    quant-ph 2024-12 conditional novelty 5.0 of 10

    Applying Minsker's tighter median-of-means estimator with incomplete U-statistics to classical shadows improves sample efficiency for Clifford measurements but not for Pauli measurements.

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