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A hybrid framework for estimating nonlinear functions of quantum states 估算量子态非线性函数的混合框架
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-21 DOI: 10.1038/s41534-024-00846-5
You Zhou, Zhenhuan Liu

Estimating nonlinear functions of quantum states, such as the moment ({{{rm{tr}}}}({rho }^{m})), is of fundamental and practical interest in quantum science and technology. Here we show a quantum-classical hybrid framework to measure them, where the quantum part is constituted by the generalized swap test, and the classical part is realized by postprocessing the result from randomized measurements. This hybrid framework utilizes the partial coherent power of the intermediate-scale quantum processor and, at the same time, dramatically reduces the number of quantum measurements and the cost of classical postprocessing. We demonstrate the advantage of our framework in the tasks of state-moment estimation and quantum error mitigation.

估计量子态的非线性函数,如矩({{rm{tr}}}}({rho }^{m})),在量子科学与技术领域具有基础性和实用性的意义。在这里,我们展示了一种测量它们的量子-经典混合框架,其中量子部分由广义交换检验构成,经典部分则通过对随机测量结果进行后处理来实现。这种混合框架利用了中等规模量子处理器的部分相干能力,同时大大减少了量子测量的次数和经典后处理的成本。我们展示了我们的框架在状态时刻估计和量子误差缓解任务中的优势。
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引用次数: 0
Mapping of valley splitting by conveyor-mode spin-coherent electron shuttling 通过传送带模式自旋相干电子穿梭绘制山谷分裂图
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-19 DOI: 10.1038/s41534-024-00852-7
Mats Volmer, Tom Struck, Arnau Sala, Bingjie Chen, Max Oberländer, Tobias Offermann, Ran Xue, Lino Visser, Jhih-Sian Tu, Stefan Trellenkamp, Łukasz Cywiński, Hendrik Bluhm, Lars R. Schreiber

In Si/SiGe heterostructures, the low-lying excited valley state seriously limits the operability and scalability of electron spin qubits. For characterizing and understanding the local variations in valley splitting, fast probing methods with high spatial and energy resolution are lacking. Leveraging the spatial control granted by conveyor-mode spin-coherent electron shuttling, we introduce a method for two-dimensional mapping of the local valley splitting by detecting magnetic field-dependent anticrossings of ground and excited valley states using entangled electron spin-pairs as a probe. The method has sub-μeV energy accuracy and a nanometer lateral resolution. The histogram of valley splittings spanning a large area of 210 nm by 18 nm matches well with statistics obtained by the established but time-consuming magnetospectroscopy method. For the specific heterostructure, we find a nearly Gaussian distribution of valley splittings and a correlation length similar to the quantum dot size. Our mapping method may become a valuable tool for engineering Si/SiGe heterostructures for scalable quantum computing.

在硅/硅锗异质结构中,低洼激发谷态严重限制了电子自旋量子比特的可操作性和可扩展性。为了描述和了解谷分裂的局部变化,目前还缺乏具有高空间和能量分辨率的快速探测方法。利用传送带模式自旋相干电子穿梭所赋予的空间控制能力,我们引入了一种二维绘制局部谷分裂图的方法,即使用纠缠电子自旋对作为探针,通过探测磁场依赖的基态和激发态的反交叉来绘制谷分裂图。该方法具有亚微伏能量精度和纳米级横向分辨率。跨越 210 纳米 x 18 纳米大面积的谷分裂直方图与通过成熟但耗时的磁谱法获得的统计数据非常吻合。对于特定的异质结构,我们发现谷分裂近似高斯分布,相关长度与量子点尺寸相似。我们的制图方法可能会成为用于可扩展量子计算的硅/硅锗异质结构工程设计的重要工具。
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引用次数: 0
Quantification of entanglement and coherence with purity detection 利用纯度检测量化纠缠和相干性
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-15 DOI: 10.1038/s41534-024-00857-2
Ting Zhang, Graeme Smith, John A. Smolin, Lu Liu, Xu-Jie Peng, Qi Zhao, Davide Girolami, Xiongfeng Ma, Xiao Yuan, He Lu

Entanglement and coherence are fundamental properties of quantum systems, promising to power near-future quantum technologies, such as quantum computation, quantum communication, and quantum metrology. Yet, their quantification, rather than mere detection, generally requires reconstructing the spectrum of quantum states, i.e., experimentally challenging measurement sets that increase exponentially with the system size. Here, we demonstrate quantitative bounds to operationally useful entanglement and coherence that are universally valid, analytically computable, and experimentally friendly. Specifically, our main theoretical results are lower and upper bounds to the coherent information and the relative entropy of coherence in terms of local and global purities of quantum states. To validate our proposal, we experimentally implement two purity detection methods in an optical system: shadow estimation with random measurements and collective measurements on pairs of state copies. The experiment shows that both the coherent information and the relative entropy of coherence of pure and mixed unknown quantum states can be bounded by purity functions. Our research offers an efficient means of verifying large-scale quantum information processing.

纠缠和相干是量子系统的基本特性,有望为量子计算、量子通信和量子计量等近未来量子技术提供动力。然而,对它们的量化,而不仅仅是检测,通常需要重建量子态谱,即具有实验挑战性的测量集,这些测量集随着系统规模的增加而呈指数级增长。在这里,我们展示了对操作有用的纠缠和相干性的定量边界,这些边界普遍有效、可分析计算,而且便于实验。具体来说,我们的主要理论结果是量子态局部和全局纯度的相干信息和相干相对熵的下限和上限。为了验证我们的建议,我们在一个光学系统中实验性地实现了两种纯度检测方法:随机测量的阴影估计和对状态副本的集体测量。实验表明,纯量子态和混合未知量子态的相干信息和相干相对熵都可以用纯度函数来约束。我们的研究为验证大规模量子信息处理提供了有效手段。
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引用次数: 0
Fault-tolerant connection of error-corrected qubits with noisy links 具有噪声链路的纠错量子比特的容错连接
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-10 DOI: 10.1038/s41534-024-00855-4
Joshua Ramette, Josiah Sinclair, Nikolas P. Breuckmann, Vladan Vuletić

One of the most promising routes toward scalable quantum computing is a modular approach. We show that distinct surface code patches can be connected in a fault-tolerant manner even in the presence of substantial noise along their connecting interface. We quantify analytically and numerically the combined effect of errors across the interface and bulk. We show that the system can tolerate 14 times higher noise at the interface compared to the bulk, with only a small effect on the code’s threshold and subthreshold behavior, reaching threshold with ~1% bulk errors and ~10% interface errors. This implies that fault-tolerant scaling of error-corrected modular devices is within reach using existing technology.

模块化方法是实现可扩展量子计算最有希望的途径之一。我们的研究表明,即使在连接界面存在大量噪声的情况下,也能以容错方式连接不同的表面代码片。我们以分析和数值的方式量化了跨接口和主体的误差综合影响。我们的研究表明,该系统可容忍的接口噪声是主体噪声的 14 倍,但对代码的阈值和亚阈值行为影响很小,达到阈值时,主体误差约为 1%,接口误差约为 10%。这意味着利用现有技术可以实现容错模块化器件的容错扩展。
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引用次数: 0
Noisy qudit vs multiple qubits: conditions on gate efficiency for enhancing fidelity 噪声量子位与多量子位:提高保真度的栅极效率条件
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-10 DOI: 10.1038/s41534-024-00829-6
Denis Janković, Jean-Gabriel Hartmann, Mario Ruben, Paul-Antoine Hervieux

As qubit-based platforms face near-term technical challenges in terms of scalability, qudits, d-level bases of quantum information, are being implemented in multiple platforms as an alternative for Quantum Information Processing (QIP). We compare the infidelity scalings of single qudit and multiqubit systems within identical Hilbert space dimensions and noisy environments in the Lindblad formalism. We find them to be gate-independent to first-order and present an analytically-derived critical curve (({d}^{2}-1)/3{log }_{2}(d)) that benchmarks the operational time efficiency of qudits and qubits relative to their decoherence times. This comparison reveals conditions under which qudits offer competitive gate efficiencies compared to leading qubit platforms. Our findings, supported by numerical simulations testing the applicability and limits of the linear response formalism, highlight the relevance of qudits in near-term QIP. This provides a benchmark for evaluating qudit platforms, specifically those with lower dimensionality, in terms of their operational efficiency relative to the qubit state-of-the-art.

由于基于量子比特的平台在可扩展性方面面临短期技术挑战,量子信息的 d 级基础--量子比特正在多个平台中实现,作为量子信息处理(QIP)的替代方案。我们在林德布拉德形式主义中比较了相同希尔伯特空间维度和噪声环境下单量子比特和多量子比特系统的不保真扩展。我们发现它们与一阶门无关,并提出了一条分析得出的临界曲线(({d}^{2}-1)/3{log }_{2}(d)),它是量子比特和量子比特相对于其退相干时间的运行时间效率的基准。这种比较揭示了在哪些条件下,与领先的量子比特平台相比,量子比特能提供具有竞争力的门效率。我们的发现得到了测试线性响应形式的适用性和极限的数值模拟的支持,突出了量子比特在近期 QIP 中的相关性。这为评估量子比特平台,特别是维度较低的量子比特平台的运行效率提供了一个基准。
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引用次数: 0
Group-theoretic error mitigation enabled by classical shadows and symmetries 通过经典阴影和对称性实现群论误差缓解
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-08 DOI: 10.1038/s41534-024-00854-5
Andrew Zhao, Akimasa Miyake

Estimating expectation values is a key subroutine in quantum algorithms. Near-term implementations face two major challenges: a limited number of samples required to learn a large collection of observables, and the accumulation of errors in devices without quantum error correction. To address these challenges simultaneously, we develop a quantum error-mitigation strategy called symmetry-adjusted classical shadows, by adjusting classical-shadow tomography according to how symmetries are corrupted by device errors. As a concrete example, we highlight global U(1) symmetry, which manifests in fermions as particle number and in spins as total magnetization, and illustrate their group-theoretic unification with respective classical-shadow protocols. We establish rigorous sampling bounds under readout errors obeying minimal assumptions, and perform numerical experiments with a more comprehensive model of gate-level errors derived from existing quantum processors. Our results reveal symmetry-adjusted classical shadows as a low-cost strategy to mitigate errors from noisy quantum experiments in the ubiquitous presence of symmetry.

估计期望值是量子算法中的一个关键子程序。近期的实现面临两大挑战:学习大量观测值所需的样本数量有限,以及在没有量子纠错的设备中误差的积累。为了同时应对这些挑战,我们开发了一种称为对称性调整经典阴影的量子纠错策略,根据对称性如何被器件误差破坏来调整经典阴影层析成像。作为一个具体例子,我们强调了全局 U(1) 对称性,它在费米子中表现为粒子数,在自旋中表现为总磁化,并说明了它们与各自经典阴影协议的群论统一。我们建立了符合最小假设的读出误差下的严格采样边界,并利用从现有量子处理器中得出的更全面的门级误差模型进行了数值实验。我们的结果揭示了对称调整经典阴影是一种低成本策略,可以在对称性无处不在的情况下减轻来自噪声量子实验的误差。
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引用次数: 0
Quantum computing quantum Monte Carlo with hybrid tensor network for electronic structure calculations 利用混合张量网络进行量子计算的量子蒙特卡洛电子结构计算
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-06 DOI: 10.1038/s41534-024-00851-8
Shu Kanno, Hajime Nakamura, Takao Kobayashi, Shigeki Gocho, Miho Hatanaka, Naoki Yamamoto, Qi Gao

Quantum computers have a potential for solving quantum chemistry problems with higher accuracy than classical computers. Quantum computing quantum Monte Carlo (QC-QMC) is a QMC with a trial state prepared in quantum circuit, which is employed to obtain the ground state with higher accuracy than QMC alone. We propose an algorithm combining QC-QMC with a hybrid tensor network to extend the applicability of QC-QMC beyond a single quantum device size. In a two-layer quantum-quantum tree tensor, our algorithm for the larger trial wave function can be executed than preparable wave function in a device. Our algorithm is evaluated on the Heisenberg chain model, graphite-based Hubbard model, hydrogen plane model, and MonoArylBiImidazole using full configuration interaction QMC. Our algorithm can achieve energy accuracy (specifically, variance) several orders of magnitude higher than QMC, and the hybrid tensor version of QMC gives the same energy accuracy as QC-QMC when the system is appropriately decomposed. Moreover, we develop a pseudo-Hadamard test technique that enables efficient overlap calculations between a trial wave function and an orthonormal basis state. In a real device experiment by using the technique, we obtained almost the same accuracy as the statevector simulator, indicating the noise robustness of our algorithm. These results suggests that the present approach will pave the way to electronic structure calculation for large systems with high accuracy on current quantum devices.

量子计算机在解决量子化学问题方面具有比经典计算机更高的精度。量子计算量子蒙特卡洛(QC-QMC)是一种在量子电路中制备试验态的量子计算量子蒙特卡洛,与单独的量子计算量子蒙特卡洛相比,它能以更高的精度获得基态。我们提出了一种将 QC-QMC 与混合张量网络相结合的算法,以扩展 QC-QMC 的适用范围,使其超越单一量子器件的尺寸。在双层量子树张量中,我们的算法可以执行比器件中可准备波函数更大的试验波函数。我们的算法在海森堡链模型、基于石墨的哈伯德模型、氢平面模型和 MonoArylBiImidazole 上使用全构型相互作用 QMC 进行了评估。我们的算法能达到比 QMC 高几个数量级的能量精度(具体来说是方差),而 QMC 的混合张量版本在对系统进行适当分解后,能达到与 QC-QMC 相同的能量精度。此外,我们还开发了一种伪哈达玛测试技术,可以高效计算试验波函数和正交基态之间的重叠。在使用该技术进行的实际设备实验中,我们获得了与状态向量模拟器几乎相同的精度,这表明我们的算法具有噪声鲁棒性。这些结果表明,本方法将为在当前量子器件上高精度计算大型系统的电子结构铺平道路。
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引用次数: 0
Microwave-multiplexed qubit controller using adiabatic superconductor logic 使用绝热超导体逻辑的微波多路复用量子比特控制器
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-06-03 DOI: 10.1038/s41534-024-00849-2
Naoki Takeuchi, Taiki Yamae, Taro Yamashita, Tsuyoshi Yamamoto, Nobuyuki Yoshikawa

Cryogenic qubit controllers (QCs) are the key to build large-scale superconducting quantum processors. However, developing scalable QCs is challenging because the cooling power of a dilution refrigerator is too small (~10 μW at ~10 mK) to operate conventional logic families, such as complementary metal-oxide-semiconductor logic and superconducting single-flux-quantum logic, near qubits. Here we report on a scalable QC using an ultra-low-power superconductor logic family, namely adiabatic quantum-flux-parametron (AQFP) logic. The AQFP-based QC, referred to as the AQFP-multiplexed QC (AQFP-mux QC), produces multi-tone microwave signals for qubit control with an extremely small power dissipation of 81.8 pW per qubit. Furthermore, the AQFP-mux QC adopts microwave multiplexing to reduce the number of coaxial cables for operating the entire system. As a proof of concept, we demonstrate an AQFP-mux QC chip that produces microwave signals at two output ports through microwave multiplexing and demultiplexing. Experimental results show an output power of approximately −80 dBm and on/off ratio of ~40 dB at each output port. Basic mixing operation is also demonstrated by observing sideband signals.

低温量子比特控制器(QC)是构建大规模超导量子处理器的关键。然而,开发可扩展的 QC 具有挑战性,因为稀释冰箱的冷却功率太小(约 10 mK 时约 10 μW),无法在量子比特附近运行互补金属氧化物半导体逻辑和超导单流量子逻辑等传统逻辑系列。在此,我们报告了一种使用超低功耗超导体逻辑系列(即绝热量子通量旁瓣电子(AQFP)逻辑)的可扩展 QC。这种基于 AQFP 的 QC 被称为 AQFP 多路复用 QC(AQFP-mux QC),它能以极小的功率耗散(每个量子比特 81.8 pW)产生用于量子比特控制的多音调微波信号。此外,AQFP-mux QC 采用微波复用技术,减少了整个系统运行所需的同轴电缆数量。作为概念验证,我们演示了 AQFP-mux QC 芯片,它通过微波复用和解复用在两个输出端口产生微波信号。实验结果表明,每个输出端口的输出功率约为 -80 dBm,开/关比率约为 40 dB。通过观察边带信号,还演示了基本的混频操作。
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引用次数: 0
Quantum computation of frequency-domain molecular response properties using a three-qubit iToffoli gate 利用三量子位 iToffoli 门实现频域分子响应特性的量子计算
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-05-31 DOI: 10.1038/s41534-024-00850-9
Shi-Ning Sun, Brian Marinelli, Jin Ming Koh, Yosep Kim, Long B. Nguyen, Larry Chen, John Mark Kreikebaum, David I. Santiago, Irfan Siddiqi, Austin J. Minnich

The quantum computation of molecular response properties on near-term quantum hardware is a topic of substantial interest. Computing these properties directly in the frequency domain is desirable, but the circuits require large depth if the typical hardware gate set consisting of single- and two-qubit gates is used. While high-fidelity multipartite gates have been reported recently, their integration into quantum simulation and the demonstration of improved accuracy of the observable properties remains to be shown. Here, we report the application of a high-fidelity multipartite gate, the iToffoli gate, to the computation of frequency-domain response properties of diatomic molecules. The iToffoli gate enables a ~50% reduction in circuit depth and ~40% reduction in circuit execution time compared to the traditional gate set. We show that the molecular properties obtained with the iToffoli gate exhibit comparable or better agreement with theory than those obtained with the native CZ gates. Our work is among the first demonstrations of the practical usage of a native multi-qubit gate in quantum simulation, with diverse potential applications to near-term quantum computation.

在近期量子硬件上对分子响应特性进行量子计算是一个备受关注的课题。直接在频域计算这些特性是可取的,但如果使用由单量子比特和双量子比特门组成的典型硬件门集,则电路需要很大的深度。虽然最近已有高保真多比特门的报道,但将其集成到量子模拟中并证明可观测特性的精确度有所提高仍有待证明。在此,我们报告了高保真多分立门 iToffoli 门在计算二原子分子频域响应特性中的应用。与传统门集相比,iToffoli 门可将电路深度减少约 50%,将电路执行时间减少约 40%。我们的研究表明,使用 iToffoli 门获得的分子特性与理论的一致性相当,甚至优于使用原生 CZ 门获得的分子特性。我们的工作是在量子模拟中实际使用原生多量子比特门的首次演示之一,在近期量子计算中具有多种潜在应用。
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引用次数: 0
Coupling conduction-band valleys in SiGe heterostructures via shear strain and Ge concentration oscillations 通过剪切应变和 Ge 浓度振荡耦合硅-锗异质结构中的导带谷
IF 7.6 1区 物理与天体物理 Q1 Computer Science Pub Date : 2024-05-31 DOI: 10.1038/s41534-024-00853-6
Benjamin D. Woods, Hudaiba Soomro, E. S. Joseph, Collin C. D. Frink, Robert Joynt, M. A. Eriksson, Mark Friesen

Engineering conduction-band valley couplings is a key challenge for Si-based spin qubits. Recent work has shown that the most reliable method for enhancing valley couplings entails adding Ge concentration oscillations to the quantum well. However, ultrashort oscillation periods are difficult to grow, while long oscillation periods do not provide useful improvements. Here, we show that the main benefits of short-wavelength oscillations can be achieved in long-wavelength structures through a second-order coupling process involving Brillouin-zone folding induced by shear strain. We finally show that such strain can be achieved through common fabrication techniques, making this an exceptionally promising system for scalable quantum computing.

导带谷耦合工程是硅基自旋量子比特面临的一个关键挑战。最近的研究表明,增强谷耦合的最可靠方法是在量子阱中加入 Ge 浓度振荡。然而,超短振荡周期难以增长,而长振荡周期也无法提供有用的改进。在这里,我们展示了短波长振荡的主要优势可以通过剪切应变诱导的布里渊区折叠的二阶耦合过程在长波长结构中实现。我们最终证明,这种应变可以通过普通制造技术实现,从而使其成为一种极具潜力的可扩展量子计算系统。
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引用次数: 0
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npj Quantum Information
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