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Neutron–nucleus dynamics simulations for quantum computers 量子计算机的中子-核动力学模拟
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-02 DOI: 10.1088/2058-9565/ae3027
Soorya Rethinasamy, Ethan Guo, Alexander Wei, Mark M Wilde and Kristina D Launey
With a view toward addressing the explosive growth in the computational demands of nuclear structure and reactions modeling, we develop a novel quantum algorithm for neutron–nucleus simulations with general potentials, which provides acceptable bound-state energies even in the presence of noise, through the noise-resilient (NR) training method. In particular, the algorithm can now solve for any band-diagonal to full Hamiltonian matrices, as needed to accommodate a general central potential. While we illustrate the approach for exponential Gaussian-like potentials and ab initio inter-cluster potentials (optical potentials), it can also accommodate the complete form of the chiral effective-field-theory nucleon–nucleon potentials used in ab initio nuclear calculations. In this study, we provide a comprehensive analysis for the efficacy of this approach for three different qubit encodings, including the one-hot, binary, and Gray encodings, in terms of the number of Pauli strings and commuting sets involved. We also discuss the advantages of the algorithm for Hamiltonians of various band-diagonal widths, especially critical for potentials of perturbative nature, leading to a drastically reduced runtime of quantum simulations. We prove that the Gray encoding allows for an efficient scaling of the model-space size N (or number of basis states used) and is more resource efficient for band-diagonal Hamiltonians having bandwidth up to N. We introduce a new commutativity scheme called distance-grouped commutativity (DGC) and compare its performance with the well-known qubit-commutativity (QC) scheme. We lay out the explicit grouping of Pauli strings and the diagonalizing unitary under the DGC scheme, and we prove that it outperforms the QC scheme, at the cost of a more complex diagonalizing unitary. Lastly, we provide first solutions of the neutron–alpha dynamics from quantum simulations suitable for noisy intermediate-scale quantum processors, using an optical potential rooted in first principles, as well as a study of the bound-state physics in neutron–Carbon systems, along with a comparison of the efficacy of the one-hot and Gray encodings.
为了解决核结构和反应建模计算需求的爆炸性增长,我们开发了一种新的具有一般势的中子核模拟量子算法,该算法通过噪声弹性(NR)训练方法,即使在存在噪声的情况下也能提供可接受的束缚态能。特别是,该算法现在可以求解任何带对角线到全哈密顿矩阵,因为需要适应一般的中心势。虽然我们说明了指数类高斯势和从头算簇间势(光势)的方法,但它也可以适应从头算核计算中使用的手性有效场理论核子-核子势的完整形式。在本研究中,我们根据泡利弦和交换集的数量,全面分析了该方法在三种不同量子比特编码(包括单热、二进制和灰色编码)下的有效性。我们还讨论了该算法对各种带对角线宽度的哈密顿量的优点,特别是对微扰性质的势至关重要,从而大大减少了量子模拟的运行时间。我们证明了Gray编码允许模型空间大小N(或使用的基态数)的有效缩放,并且对于带宽高达N的带对角线哈密顿算子来说,资源效率更高。我们引入了一种称为距离分组交换(DGC)的新交换方案,并将其性能与著名的量子位交换(QC)方案进行了比较。我们给出了在DGC方案下泡利串的显式分组和对角化幺正,并证明了它优于QC方案,但代价是一个更复杂的对角化幺正。最后,我们提供了适用于噪声中等规模量子处理器的量子模拟中子- α动力学的第一个解决方案,使用植根于第一性原理的光势,以及中子-碳系统中束缚态物理的研究,以及one-hot和Gray编码效率的比较。
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引用次数: 0
Quantum finite element algorithm for solving Euler–Bernoulli and heat transfer PDEs with Dirichlet, Neumann, and Robin boundary conditions 求解具有Dirichlet, Neumann和Robin边界条件的Euler-Bernoulli和传热偏微分方程的量子有限元算法
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-02-02 DOI: 10.1088/2058-9565/ae397e
Dingjie Lu, Zhao Wang, Jun Liu, Yangfan Li, Wei-Bin Ewe and Zhuangjian Liu
This paper introduces a quantum-enhanced finite element method (FEM) designed for noisy intermediate-scale quantum (NISQ) devices, leveraging variational quantum algorithms (VQAs) to solve engineering partial differential equations. We demonstrate the framework by solving the Euler–Bernoulli beam and the NAFEMS T4 heat transfer problems, which involve Dirichlet, Neumann, and Robin boundary conditions. A key innovation is a ‘set-to-zero’ strategy that incorporates boundary conditions through a correction matrix, , allowing for flexible imposition at any node without domain decomposition. The global stiffness matrix is decomposed into a constant number of Pauli terms, O(1), using the method by Sato et al while boundary terms are handled with a sublinearly scaling partial Pauli measurement technique. The algorithm achieves logarithmic qubit scaling ( qubits for N degrees of freedom(DOF)) and employs shallow, hardware-efficient circuits with empirically trainable depth for small-scale systems. Validation on the Qiskit statevector simulator shows high accuracy. For the Euler–Bernoulli beam problem with 4 to 64 DOF, the algorithm achieves relative errors of 0.5%–1.5% and fidelities of 0.998–0.999. For the NAFEMS T4 heat transfer benchmark, a 5.4% relative error is observed. The VQA converges robustly within 77–350 iterations, though barren plateaus are a known challenge for scaling to larger systems. This work establishes a scalable framework for quantum FEM, offering a significant memory advantage over classical methods and advancing the potential for quantum-enhanced engineering simulations.
本文介绍了一种针对噪声中尺度量子(NISQ)器件设计的量子增强有限元方法,利用变分量子算法(VQAs)求解工程偏微分方程。我们通过解决欧拉-伯努利梁和NAFEMS T4传热问题来演示该框架,这些问题涉及Dirichlet, Neumann和Robin边界条件。一个关键的创新是“归零”策略,该策略通过校正矩阵结合了边界条件,允许在任何节点上灵活地施加,而无需进行域分解。采用Sato等人的方法将整体刚度矩阵分解为常数个数的泡利项O(1),而边界项则采用次线性缩放的局部泡利测量技术处理。该算法实现对数量子位缩放(量子位为N个自由度),并采用具有经验可训练深度的浅层硬件高效电路用于小规模系统。在Qiskit状态器模拟器上的验证显示了较高的准确性。对于4 ~ 64自由度的Euler-Bernoulli梁问题,该算法的相对误差为0.5% ~ 1.5%,保真度为0.998 ~ 0.999。对于NAFEMS T4传热基准,观察到5.4%的相对误差。VQA在77-350次迭代内健壮地收敛,尽管对于扩展到更大的系统来说,贫瘠的平台是一个众所周知的挑战。这项工作为量子有限元建立了一个可扩展的框架,提供了比经典方法更大的内存优势,并推进了量子增强工程模拟的潜力。
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引用次数: 0
Pitfalls when tackling the exponential concentration of parameterized quantum models 处理参数化量子模型的指数集中时的陷阱
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-30 DOI: 10.1088/2058-9565/ae2202
Reyhaneh Aghaei Saem, Behrang Tafreshi, Zoë Holmes and Supanut Thanasilp
Identifying scalable circuit architectures remains a central challenge in variational quantum computing and quantum machine learning. Many approaches have been proposed to mitigate or avoid the barren plateau phenomenon or, more broadly, exponential concentration. However, due to the intricate interplay between quantum measurements and classical post-processing, we argue these techniques often fail to circumvent concentration effects in practice. Here, by analyzing concentration at the level of measurement outcome probabilities and leveraging tools from hypothesis testing, we develop a practical framework for diagnosing whether a parameterized quantum model is inhibited by exponential concentration. Applying this framework, we argue that several widely used methods (including quantum natural gradient, sample-based optimization, and certain neural-network-inspired initializations) do not overcome exponential concentration with finite measurement budgets, though they may still aid training in other ways.
确定可扩展电路架构仍然是变分量子计算和量子机器学习的核心挑战。人们提出了许多方法来减轻或避免高原贫瘠现象,或者更广泛地说,指数浓度。然而,由于量子测量和经典后处理之间复杂的相互作用,我们认为这些技术在实践中往往无法规避集中效应。在这里,通过分析测量结果概率水平上的浓度,并利用假设检验的工具,我们开发了一个实用的框架,用于诊断参数化量子模型是否受到指数浓度的抑制。应用这个框架,我们认为几种广泛使用的方法(包括量子自然梯度、基于样本的优化和某些神经网络启发的初始化)在有限的测量预算下不能克服指数浓度,尽管它们仍然可以以其他方式帮助训练。
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引用次数: 0
Roadmap on quantum thermodynamics 量子热力学路线图
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1088/2058-9565/ae1e27
Steve Campbell, Irene D’Amico, Mario A Ciampini, Janet Anders, Natalia Ares, Simone Artini, Alexia Auffèves, Lindsay Bassman Oftelie, Laetitia P Bettmann, Marcus V S Bonança, Thomas Busch, Michele Campisi, Moallison F Cavalcante, Luis A Correa, Eloisa Cuestas, Ceren B Dag, Salambô Dago, Sebastian Deffner, Adolfo Del Campo, Andreas Deutschmann-Olek, Sandro Donadi, Emery Doucet, Cyril Elouard, Klaus Ensslin, Paul Erker, Nicole Fabbri, Federico Fedele, Guilherme Fiusa, Thomás Fogarty, Joshua Folk, Giacomo Guarnieri, Abhaya S Hegde, Santiago Hernández-Gómez, Chang-Kang Hu, Fernando Iemini, Bayan Karimi, Nikolai Kiesel, Gabriel T Landi, Aleksander Lasek, Sergei Lemziakov, Gabriele Lo Monaco, Eric Lutz, Dmitrii Lvov, Olivier Maillet, Mohammad Mehboudi, Taysa M Mendonça, Harry J D Miller, Andrew K Mitchell, Mark T Mitchison, Victor Mukherjee, Mauro Paternostro, Jukka Pekola, Martí Perarnau-Llobet, Ulrich Poschinger, Alberto Rolandi, Dario Rosa, Rafael Sánchez, Alan C Santos, Roberto..
The last two decades have seen quantum thermodynamics become a well established field of research in its own right. In that time, it has demonstrated a remarkably broad applicability, ranging from providing foundational advances in the understanding of how thermodynamic principles apply at the nano-scale and in the presence of quantum coherence, to providing a guiding framework for the development of efficient quantum devices. Exquisite levels of control have allowed state-of-the-art experimental platforms to explore energetics and thermodynamics at the smallest scales which has in turn helped to drive theoretical advances. This Roadmap provides an overview of the recent developments across many of the field’s sub-disciplines, assessing the key challenges and future prospects, providing a guide for its near term progress.
在过去的二十年里,量子热力学已经成为一个成熟的研究领域。在此期间,它已经证明了非常广泛的适用性,从提供理解热力学原理如何在纳米尺度和量子相干存在下应用的基础进展,到为高效量子器件的开发提供指导框架。精细的控制水平使得最先进的实验平台能够在最小的尺度上探索能量学和热力学,这反过来又有助于推动理论的进步。该路线图概述了该领域许多子学科的最新发展,评估了主要挑战和未来前景,为其近期进展提供了指导。
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引用次数: 0
Efficient compilation of quantum circuits using multi-qubit gates 利用多量子位门高效编译量子电路
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1088/2058-9565/ae36cc
Jonathan Nemirovsky, Maya Chuchem and Yotam Shapira
As quantum processors grow in scale and reliability, the need for efficient quantum gate decomposition of circuits to a set of specific available gates, becomes ever more critical. The decomposition of a particular algorithm into a sequence of these available gates is not unique. Thus, the fidelity of an algorithm’s implementation can be increased by choosing an optimized decomposition. This is true both for noisy intermediate-scale quantum platforms as well as for implementation of quantum error correction schemes. Here we present a compilation scheme which implements a general-circuit decomposition to a sequence of Ising-type, long-range, multi-qubit (MQ) entangling gates, that are separated by layers of single qubit rotations. We use trapped ions as an example in which MQ gates naturally arise, yet any system that has connectivity beyond nearest-neighbors may gain from our approach. We evaluate our methods using the quantum volume (QV) test over N qubits. In this context, our method replaces two-qubit gates with MQ gates. Furthermore, our method minimizes the magnitude of the entanglement phases, which typically enables an improved implementation fidelity, by using weaker driving fields or faster realizations. We numerically test our compilation and show that, compared to conventional realizations with sequential two-qubit gates, our compilations improves the logarithm of QV by 20% to 25%.
随着量子处理器在规模和可靠性方面的增长,将电路有效地量子门分解为一组特定的可用门的需求变得越来越重要。将特定算法分解为这些可用门的序列并不是唯一的。因此,可以通过选择优化的分解来提高算法实现的保真度。这对于嘈杂的中等规模量子平台以及量子纠错方案的实现都是正确的。在这里,我们提出了一种编译方案,该方案实现了一个通用电路分解到一个由单量子位旋转层分隔的ising型,远程,多量子位(MQ)纠缠门序列。我们以捕获离子为例,其中MQ门自然出现,但任何具有超越近邻连接的系统都可以从我们的方法中获益。我们使用N个量子比特的量子体积(QV)测试来评估我们的方法。在这种情况下,我们的方法用MQ门取代了两个量子比特门。此外,我们的方法最小化了纠缠相位的大小,通过使用较弱的驱动场或更快的实现,通常可以提高实现的保真度。我们对编译进行了数值测试,结果表明,与使用顺序双量子位门的传统实现相比,我们的编译将QV的对数提高了20%到25%。
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引用次数: 0
Design and fabrication of metal-shielded fiber-cavity mirrors for ion-trap systems 离子阱系统用金属屏蔽光纤腔镜的设计与制造
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1088/2058-9565/ae379e
Wei-Bin Chen, Ding Fang, Cheng-Hao Zhang, Jin-Ming Cui, Yun-Feng Huang, Chuan-Feng Li and Guang-Can Guo
Trapped ions in micro-cavities constitute a key platform for advancing quantum information processing and quantum networking. By providing an efficient light–matter interface within a compact architecture, they serve as highly efficient quantum nodes with strong potential for a scalable quantum network. However, in such systems, ion trapping stability is often compromised by surface charging effects, and nearby dielectric materials are known to cause a dramatic increase in the ion heating rate by several orders of magnitude. These challenges significantly hinder the practical implementation of ion trap systems integrated with micro-cavities. To overcome these limitations, we present the design and fabrication of metal-shielded fiber-cavity mirrors, enabling the stable realization of ion trap systems integrated with fiber cavities. Using this method, we constructed a needle ion trap integrated with a fiber Fabry–Pérot cavity and successfully achieved stable trapping of a single ion within the cavity. The measured ion heating rate was reduced by more than an order of magnitude compared with unshielded configurations. This work establishes a key technique toward fully integrated ion–photon interfaces for scalable quantum networks.
微腔中的俘获离子是推进量子信息处理和量子网络的关键平台。通过在紧凑的架构中提供高效的光-物质接口,它们可以作为高效的量子节点,具有强大的可扩展量子网络潜力。然而,在这样的系统中,离子捕获稳定性经常受到表面充电效应的损害,并且已知附近的介电材料会导致离子加热速率急剧增加几个数量级。这些挑战严重阻碍了与微腔集成的离子阱系统的实际实施。为了克服这些限制,我们提出了金属屏蔽光纤腔镜的设计和制造,使离子阱系统与光纤腔集成的稳定实现。利用这种方法,我们构建了一个与光纤法布里-帕姆罗特腔集成的针状离子阱,并成功地在腔内实现了单个离子的稳定捕获。与未屏蔽的结构相比,测量到的离子加热速率降低了一个数量级以上。这项工作为可扩展量子网络的完全集成离子光子接口建立了一项关键技术。
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引用次数: 0
Fast measurement-based generation of large-scale Greenberger–Horne–Zeilinger state with atomic nuclear-spin qubits 利用原子核自旋量子比特快速生成大规模格林伯格-霍恩-塞林格态
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1088/2058-9565/ae34e1
Yan Lu and Xiao-Feng Shi
Large-scale Greenberger–Horne–Zeilinger (GHZ) state is useful for quantum technologies but difficult to be prepared. Here, we propose fast measurement-based preparation of large-scale GHZ states by a four-qubit quantum phase gate with nuclear-spin qubits of alkaline-earth-like atoms, which is named as quantum ferromagnetic gate due to its analogy to the alignment of molecular magnetic moments in a classical magnet. A high-fidelity Rydberg-mediated QFG can be realized in a time of with the maximal Rydberg Rabi frequency. From a product state of three data atoms and one ancilla atom, a gluing circuit with one QFG, two single-qubit gates, and a projective measurement of the ancilla can generate a 3-qubit GHZ state, and repetition of this gluing circuit can lead to 9, 27, 81, 243 -qubit GHZ states. Analyses based on currently available techniques show that a 243-qubit GHZ state is realizable, and more qubits can be entangled with higher detection fidelity.
大尺度格林伯格-霍恩-塞林格(GHZ)态在量子技术中是有用的,但很难制备。在这里,我们提出了一种基于快速测量的大尺度GHZ态的制备方法,该方法是由碱土原子的核自旋量子比特组成的四量子位量子相门,由于其类似于经典磁体中分子磁矩的排列,因此被称为量子铁磁门。在Rydberg- Rabi频率最大的时间内,可以实现高保真的Rydberg-mediated QFG。从3个数据原子和1个辅助原子的乘积态出发,用1个QFG、2个单量子位门和辅助的投影测量的粘合电路可以产生3量子位的GHZ态,重复这种粘合电路可以产生9、27、81和243个-量子位的GHZ态。基于现有技术的分析表明,243量子位的GHZ状态是可以实现的,并且可以以更高的检测保真度纠缠更多的量子位。
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引用次数: 0
Optimizing a parameterized controlled gate using free quaternion selection 利用自由四元数选择优化参数化控制门
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1088/2058-9565/ae379d
Hiroyoshi Kurogi, Katsuhiro Endo, Yuki Sato, Michihiko Sugawara, Kaito Wada, Kenji Sugisaki, Shu Kanno, Hiroshi C Watanabe and Haruyuki Nakano
In variational quantum algorithms (VQAs), parameterization is typically applied to single-qubit gates. In this study, we instead parameterize a generalized controlled gate and propose an algorithm to locally minimize the cost function by maximally optimizing these parameters. This method extends the free quaternion selection technique, which was originally developed for single-qubit gate optimization. To evaluate its performance, we apply the proposed method to a variety of quantum optimization tasks, including the variational quantum eigensolver for both Ising and molecular Hamiltonians, fidelity maximization in general VQAs, and unitary compilation of time evolution operators. Across these applications, our method demonstrates efficient optimization, enhanced expressibility, and the ability to construct shallower circuits compared to existing techniques. Moreover, the method can be generalized to optimize particle-number-conserving gates, which are particularly relevant for quantum chemistry. Leveraging this capability, we further demonstrate that the method achieves superior quantum compilation of molecular time-evolution operators by approximating them with shallower circuits than standard Trotter decomposition.
在变分量子算法(VQAs)中,参数化通常应用于单量子比特门。在这项研究中,我们将一个广义控制门参数化,并提出一种算法,通过最大化优化这些参数来局部最小化成本函数。该方法扩展了自由四元数选择技术,该技术最初是为单量子比特门优化而开发的。为了评估其性能,我们将所提出的方法应用于各种量子优化任务,包括伊辛和分子哈密顿量的变分量子特征解算器,一般vqa的保真度最大化以及时间演化算子的统一编译。在这些应用中,与现有技术相比,我们的方法证明了有效的优化,增强的可表达性以及构建较浅电路的能力。此外,该方法可以推广到优化粒子数守恒门,这与量子化学特别相关。利用这种能力,我们进一步证明,该方法通过用比标准Trotter分解更浅的电路逼近分子时间演化算子,实现了优越的分子时间演化算子的量子编译。
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引用次数: 0
Construction and simulability of quantum circuits with free fermions in disguise 伪装自由费米子的量子电路的构造和可模拟性
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1088/2058-9565/ae390d
Dávid Szász-Schagrin, Daniele Cristani, Lorenzo Piroli and Eric Vernier
We provide a systematic construction for local quantum circuits hosting free fermions in disguise (FFD), both with staircase and brickwork architectures. Similar to the original Hamiltonian model introduced by Fendley, these circuits are defined by the fact that the Floquet operator corresponding to a single time step can not be diagonalized by means of any Jordan–Wigner transformation, but still displays a free-fermionic spectrum. Our construction makes use of suitable non-local transfer matrices commuting with the Floquet operator, allowing us to establish the free fermionic spectrum. We also study the dynamics of these circuits after they are initialized in arbitrary product states, proving that the evolution of certain local observables can be simulated efficiently on classical computers. Our work proves recent conjectures in the literature and raises new questions on the classical simulability of FFD.
我们提供了一种包含自由费米子伪装(FFD)的局部量子电路的系统结构,包括楼梯和砖砌结构。与Fendley引入的原始哈密顿模型类似,这些电路是由单个时间步对应的Floquet算子不能通过任何Jordan-Wigner变换对角化而仍然显示自由费米子谱这一事实来定义的。我们的构造利用了与Floquet算子交换的合适的非局部转移矩阵,使我们能够建立自由费米子谱。我们还研究了这些电路在初始化为任意产品状态后的动力学,证明了在经典计算机上可以有效地模拟某些局部可观测值的演化。我们的工作证明了文献中最近的猜想,并对FFD的经典可模拟性提出了新的问题。
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引用次数: 0
Painted loading: a toolkit for loading spatially large optical tweezer arrays 绘制加载:用于加载空间大型光镊阵列的工具包
IF 6.7 2区 物理与天体物理 Q1 PHYSICS, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1088/2058-9565/ae34e3
Mitchell J Walker, Ryuji Moriya, Jack D Segal, Liam A P Gallagher, Matthew Hill, Frédéric Leroux, Zhongxiao Xu and Matthew P A Jones
Arrays of neutral atoms in optical tweezers are widely used in quantum simulation and computation, and precision frequency metrology. The capabilities of these arrays are enhanced by maximising the number of available sites. Here we increase the spatial extent of a two-dimensional array of 88Sr atoms by sweeping the frequency of the cooling light to move the atomic reservoir across the array. We load arrays with vertical heights of 100 µm, exceeding the height of an array loaded from a static reservoir by a factor of 3. We investigate the site-to-site atom number distribution, tweezer lifetime, and temperature, achieving an average temperature across the array of µK. By controlling the frequency sweep we show it is possible to control the distribution of atoms across the array, including uniform and non-uniformly loaded arrays, and arrays with selectively loaded regions. We explain our results using a rate equation model which is in qualitative agreement with the data.
光镊中性原子阵列广泛应用于量子模拟与计算、精密频率测量等领域。通过最大化可用站点的数量,这些阵列的功能得到增强。在这里,我们通过扫描冷却光的频率来移动原子库,从而增加了88Sr原子二维阵列的空间范围。我们加载的阵列垂直高度为100 μ m,比静态蓄水池加载的阵列高度高出3倍。我们研究了点到点的原子数分布、镊子寿命和温度,得到了整个阵列的平均温度为µK。通过控制频率扫描,我们表明可以控制原子在阵列上的分布,包括均匀和非均匀加载阵列,以及具有选择性加载区域的阵列。我们使用速率方程模型来解释我们的结果,该模型与数据在定性上是一致的。
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引用次数: 0
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Quantum Science and Technology
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