{"title":"估计费米子可观测量和哈密顿量的一种简单有效的联合测量策略","authors":"Joanna Majsak, Daniel McNulty, Michał Oszmaniec","doi":"10.1038/s41534-025-00957-7","DOIUrl":null,"url":null,"abstract":"<p>We propose a simple scheme to estimate fermionic observables and Hamiltonians relevant in quantum chemistry and correlated fermionic systems. Our approach is based on implementing a measurement that jointly measures noisy versions of any product of two or four Majorana operators in an <i>N</i> mode fermionic system. To realize our measurement we use: (i) a randomization over a set of unitaries that realize products of Majorana fermion operators; (ii) a unitary, sampled at random from a constant-size set of suitably chosen fermionic Gaussian unitaries; (iii) a measurement of fermionic occupation numbers; (iv) suitable post-processing. Our scheme can estimate expectation values of all quadratic and quartic Majorana monomials to <i>ϵ</i> precision using <span>\\({\\mathcal{O}}(N\\log (N)/{\\epsilon }^{2})\\)</span> and <span>\\({\\mathcal{O}}({N}^{2}\\log (N)/{\\epsilon }^{2})\\)</span> measurement rounds respectively, matching the performance offered by fermionic classical shadows<sup>1,2</sup>. In certain settings, such as a rectangular lattice of qubits which encode an <i>N</i> mode fermionic system via the Jordan-Wigner transformation, our scheme can be implemented in circuit depth <span>\\({\\mathcal{O}}({N}^{1/2})\\)</span> with <span>\\({\\mathcal{O}}({N}^{3/2})\\)</span> two-qubit gates, offering an improvement over fermionic and matchgate classical shadows that require depth <span>\\({\\mathcal{O}}(N)\\)</span> and <span>\\({\\mathcal{O}}({N}^{2})\\)</span> two-qubit gates. By benchmarking our method on exemplary molecular Hamiltonians and observing performances comparable to fermionic classical shadows, we demonstrate a novel, competitive alternative to existing strategies.</p>","PeriodicalId":19212,"journal":{"name":"npj Quantum Information","volume":"31 1","pages":""},"PeriodicalIF":6.6000,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A simple and efficient joint measurement strategy for estimating fermionic observables and Hamiltonians\",\"authors\":\"Joanna Majsak, Daniel McNulty, Michał Oszmaniec\",\"doi\":\"10.1038/s41534-025-00957-7\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>We propose a simple scheme to estimate fermionic observables and Hamiltonians relevant in quantum chemistry and correlated fermionic systems. Our approach is based on implementing a measurement that jointly measures noisy versions of any product of two or four Majorana operators in an <i>N</i> mode fermionic system. To realize our measurement we use: (i) a randomization over a set of unitaries that realize products of Majorana fermion operators; (ii) a unitary, sampled at random from a constant-size set of suitably chosen fermionic Gaussian unitaries; (iii) a measurement of fermionic occupation numbers; (iv) suitable post-processing. Our scheme can estimate expectation values of all quadratic and quartic Majorana monomials to <i>ϵ</i> precision using <span>\\\\({\\\\mathcal{O}}(N\\\\log (N)/{\\\\epsilon }^{2})\\\\)</span> and <span>\\\\({\\\\mathcal{O}}({N}^{2}\\\\log (N)/{\\\\epsilon }^{2})\\\\)</span> measurement rounds respectively, matching the performance offered by fermionic classical shadows<sup>1,2</sup>. In certain settings, such as a rectangular lattice of qubits which encode an <i>N</i> mode fermionic system via the Jordan-Wigner transformation, our scheme can be implemented in circuit depth <span>\\\\({\\\\mathcal{O}}({N}^{1/2})\\\\)</span> with <span>\\\\({\\\\mathcal{O}}({N}^{3/2})\\\\)</span> two-qubit gates, offering an improvement over fermionic and matchgate classical shadows that require depth <span>\\\\({\\\\mathcal{O}}(N)\\\\)</span> and <span>\\\\({\\\\mathcal{O}}({N}^{2})\\\\)</span> two-qubit gates. By benchmarking our method on exemplary molecular Hamiltonians and observing performances comparable to fermionic classical shadows, we demonstrate a novel, competitive alternative to existing strategies.</p>\",\"PeriodicalId\":19212,\"journal\":{\"name\":\"npj Quantum Information\",\"volume\":\"31 1\",\"pages\":\"\"},\"PeriodicalIF\":6.6000,\"publicationDate\":\"2025-04-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"npj Quantum Information\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1038/s41534-025-00957-7\",\"RegionNum\":1,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PHYSICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"npj Quantum Information","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1038/s41534-025-00957-7","RegionNum":1,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PHYSICS, APPLIED","Score":null,"Total":0}
A simple and efficient joint measurement strategy for estimating fermionic observables and Hamiltonians
We propose a simple scheme to estimate fermionic observables and Hamiltonians relevant in quantum chemistry and correlated fermionic systems. Our approach is based on implementing a measurement that jointly measures noisy versions of any product of two or four Majorana operators in an N mode fermionic system. To realize our measurement we use: (i) a randomization over a set of unitaries that realize products of Majorana fermion operators; (ii) a unitary, sampled at random from a constant-size set of suitably chosen fermionic Gaussian unitaries; (iii) a measurement of fermionic occupation numbers; (iv) suitable post-processing. Our scheme can estimate expectation values of all quadratic and quartic Majorana monomials to ϵ precision using \({\mathcal{O}}(N\log (N)/{\epsilon }^{2})\) and \({\mathcal{O}}({N}^{2}\log (N)/{\epsilon }^{2})\) measurement rounds respectively, matching the performance offered by fermionic classical shadows1,2. In certain settings, such as a rectangular lattice of qubits which encode an N mode fermionic system via the Jordan-Wigner transformation, our scheme can be implemented in circuit depth \({\mathcal{O}}({N}^{1/2})\) with \({\mathcal{O}}({N}^{3/2})\) two-qubit gates, offering an improvement over fermionic and matchgate classical shadows that require depth \({\mathcal{O}}(N)\) and \({\mathcal{O}}({N}^{2})\) two-qubit gates. By benchmarking our method on exemplary molecular Hamiltonians and observing performances comparable to fermionic classical shadows, we demonstrate a novel, competitive alternative to existing strategies.
期刊介绍:
The scope of npj Quantum Information spans across all relevant disciplines, fields, approaches and levels and so considers outstanding work ranging from fundamental research to applications and technologies.