首页 > 最新文献

PRX Quantum最新文献

英文 中文
Adiabatic Time Evolution of Highly Excited States 高激发态的绝热时间演化
Pub Date : 2024-06-24 DOI: 10.1103/prxquantum.5.020365
Hadi Yarloo, Hua-Chen Zhang, Anne E. B. Nielsen
Adiabatic time evolution of quantum systems is a widely used tool with applications ranging from state preparation through simplifications of computations and topological transformations to optimization and quantum computing. Adiabatic time evolution generally works well for gapped ground states, but not for thermal states in the middle of the spectrum that lack a protecting energy gap. Here we show that quantum many-body scars—a particular type of highly excited states—are suitable for adiabatic time evolution despite the absence of a protecting energy gap. Considering two rather different models, namely a one-dimensional model constructed from tensor networks and a two-dimensional fractional quantum Hall model with anyons, we find that the quantum scars perform similarly to gapped ground states with respect to adiabatic dynamics when the required final adiabatic fidelity is around 0.99. The maximum speed at which the scar state of the one-dimensional model can be adiabatically transformed decreases as a power law with system size, as opposed to exponentially for both generic thermal and disorder-driven localized states. At constant and very low ramp speed, we find that the deviation of the fidelity from unity scales linearly with ramp speed for scar states, but quadratically for gapped ground states. The gapped ground states hence perform better when the required adiabatic fidelities are very high, such as 0.9999 and above. We identify two mechanisms for leakage out of the scar state and use them to explain our results. While manipulating a single, isolated ground state is common in quantum applications, adiabatic evolution of scar states provides the flexibility to manipulate an entire tower of ground-state-like states simultaneously in a single system.
量子系统的绝热时间演化是一种应用广泛的工具,其应用范围从状态准备、计算简化、拓扑变换到优化和量子计算。绝热时间演化通常对有间隙的基态很有效,但对光谱中间缺乏保护能隙的热态则无效。在这里,我们展示了量子多体痕--一种特殊的高度激发态--适合于绝热时间演化,尽管缺乏保护能隙。考虑到两个相当不同的模型,即由张量网络构建的一维模型和带有任子的二维分数量子霍尔模型,我们发现当所需的最终绝热保真度约为 0.99 时,量子痕态在绝热动力学方面的表现与间隙基态类似。一维模型痕态绝热转换的最大速度随系统大小呈幂律下降,而一般热态和无序驱动局部态的速度则呈指数下降。我们发现,在恒定和极低的斜坡速度下,疤痕态的保真度偏差与斜坡速度成线性比例,而对于间隙基态则成二次方比例。因此,当要求的绝热保真度非常高(如 0.9999 或更高)时,间隙地面态的表现会更好。我们确定了痕态泄漏的两种机制,并用它们来解释我们的结果。在量子应用中,操纵单个孤立的基态很常见,而疤痕态的绝热演化则提供了在单个系统中同时操纵整个类似基态塔的灵活性。
{"title":"Adiabatic Time Evolution of Highly Excited States","authors":"Hadi Yarloo, Hua-Chen Zhang, Anne E. B. Nielsen","doi":"10.1103/prxquantum.5.020365","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020365","url":null,"abstract":"Adiabatic time evolution of quantum systems is a widely used tool with applications ranging from state preparation through simplifications of computations and topological transformations to optimization and quantum computing. Adiabatic time evolution generally works well for gapped ground states, but not for thermal states in the middle of the spectrum that lack a protecting energy gap. Here we show that quantum many-body scars—a particular type of highly excited states—are suitable for adiabatic time evolution despite the absence of a protecting energy gap. Considering two rather different models, namely a one-dimensional model constructed from tensor networks and a two-dimensional fractional quantum Hall model with anyons, we find that the quantum scars perform similarly to gapped ground states with respect to adiabatic dynamics when the required final adiabatic fidelity is around 0.99. The maximum speed at which the scar state of the one-dimensional model can be adiabatically transformed decreases as a power law with system size, as opposed to exponentially for both generic thermal and disorder-driven localized states. At constant and very low ramp speed, we find that the deviation of the fidelity from unity scales linearly with ramp speed for scar states, but quadratically for gapped ground states. The gapped ground states hence perform better when the required adiabatic fidelities are very high, such as 0.9999 and above. We identify two mechanisms for leakage out of the scar state and use them to explain our results. While manipulating a single, isolated ground state is common in quantum applications, adiabatic evolution of scar states provides the flexibility to manipulate an entire tower of ground-state-like states simultaneously in a single system.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"137 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Practical Trainable Temporal Postprocessor for Multistate Quantum Measurement 用于多态量子测量的实用可训练时序后处理器
Pub Date : 2024-06-21 DOI: 10.1103/prxquantum.5.020364
Saeed A. Khan, Ryan Kaufman, Boris Mesits, Michael Hatridge, Hakan E. Türeci
We develop and demonstrate a trainable temporal postprocessor (TPP) harnessing a simple but versatile machine learning algorithm to provide optimal processing of quantum measurement data subject to arbitrary noise processes for the readout of an arbitrary number of quantum states. We demonstrate the TPP on the essential task of qubit state readout, which has historically relied on temporal processing via matched filters in spite of their applicability for only specific noise conditions. Our results show that the TPP can reliably outperform standard filtering approaches under complex readout conditions, such as high-power readout. Using simulations of quantum measurement noise sources, we show that this advantage relies on the TPP’s ability to learn optimal linear filters that account for general quantum noise correlations in data, such as those due to quantum jumps, or correlated noise added by a phase-preserving quantum amplifier. Furthermore, we derive an exact analytic form for the optimal TPP weights: this positions the TPP as a linearly scaling generalization of matched filtering, valid for an arbitrary number of states under the most general readout noise conditions, all while preserving a training complexity that is essentially negligible in comparison with that of training neural networks for processing temporal quantum measurement data. The TPP can be autonomously and reliably trained on measurement data and requires only linear operations, making it ideal for field-programmable gate array implementations in circuit QED for real-time processing of measurement data from general quantum systems.
我们开发并演示了一种可训练的时序后处理器(TPP),它利用一种简单但通用的机器学习算法,为任意数量量子态的读出提供对受任意噪声过程影响的量子测量数据的优化处理。我们在量子比特状态读出这一重要任务中演示了 TPP,尽管匹配滤波器仅适用于特定的噪声条件,但它在历史上一直依赖于通过匹配滤波器进行时间处理。我们的研究结果表明,在复杂的读出条件下(如高功率读出),TPP 可以可靠地超越标准滤波方法。通过对量子测量噪声源的模拟,我们表明这一优势依赖于 TPP 学习最优线性滤波器的能力,这种滤波器能考虑到数据中的一般量子噪声相关性,如量子跃迁引起的相关性,或由保相量子放大器添加的相关噪声。此外,我们还推导出了最佳 TPP 权重的精确解析形式:这将 TPP 定位为匹配滤波的线性扩展泛化,在最一般的读出噪声条件下对任意数量的状态都有效,同时保持了训练复杂度,与处理时间量子测量数据的神经网络相比,训练复杂度基本上可以忽略不计。TPP 可以根据测量数据进行自主、可靠的训练,并且只需要线性运算,因此非常适合在电路 QED 中实现现场可编程门阵列,用于实时处理来自一般量子系统的测量数据。
{"title":"Practical Trainable Temporal Postprocessor for Multistate Quantum Measurement","authors":"Saeed A. Khan, Ryan Kaufman, Boris Mesits, Michael Hatridge, Hakan E. Türeci","doi":"10.1103/prxquantum.5.020364","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020364","url":null,"abstract":"We develop and demonstrate a trainable temporal postprocessor (TPP) harnessing a simple but versatile machine learning algorithm to provide optimal processing of quantum measurement data subject to arbitrary noise processes for the readout of an arbitrary number of quantum states. We demonstrate the TPP on the essential task of qubit state readout, which has historically relied on temporal processing via matched filters in spite of their applicability for only specific noise conditions. Our results show that the TPP can reliably outperform standard filtering approaches under complex readout conditions, such as high-power readout. Using simulations of quantum measurement noise sources, we show that this advantage relies on the TPP’s ability to learn optimal linear filters that account for general quantum noise correlations in data, such as those due to quantum jumps, or correlated noise added by a phase-preserving quantum amplifier. Furthermore, we derive an exact analytic form for the optimal TPP weights: this positions the TPP as a linearly scaling generalization of matched filtering, valid for an arbitrary number of states under the most general readout noise conditions, all while preserving a training complexity that is essentially negligible in comparison with that of training neural networks for processing temporal quantum measurement data. The TPP can be autonomously and reliably trained on measurement data and requires only linear operations, making it ideal for field-programmable gate array implementations in circuit QED for real-time processing of measurement data from general quantum systems.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"41 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551328","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-Rate and High-Fidelity Modular Interconnects between Neutral Atom Quantum Processors 中性原子量子处理器之间的高速率和高保真模块化互连
Pub Date : 2024-06-20 DOI: 10.1103/prxquantum.5.020363
Yiyi Li, Jeff D. Thompson
Quantum links between physically separated modules are important for scaling many quantum computing technologies. The key metrics are the generation rate and fidelity of remote Bell pairs. In this work, we propose an experimental protocol for generating remote entanglement between neutral ytterbium atom qubits using an optical cavity. By loading a large number of atoms into a single cavity, and controlling their coupling using only local light shifts, we amortize the cost of transporting and initializing atoms over many entanglement attempts, maximizing the entanglement generation rate. A twisted ring cavity geometry suppresses many sources of error, allowing high-fidelity entanglement generation. We estimate a spin-photon entanglement rate of 5×105s1, and a Bell pair rate approaching 105s1, with an average fidelity near 0.999. Furthermore, we show that the photon detection times provide a significant amount of soft information about the location of errors, which may be used to improve the logical qubit performance. This approach provides a practical path to scalable modular quantum computing using neutral ytterbium atoms.
物理上分离的模块之间的量子链路对于扩展许多量子计算技术非常重要。关键指标是远程贝尔对的生成率和保真度。在这项工作中,我们提出了一种利用光腔在中性镱原子量子比特之间产生远程纠缠的实验方案。通过将大量原子装入单个空腔,并仅使用局部光变控制它们的耦合,我们在多次纠缠尝试中摊平了原子传输和初始化的成本,从而最大限度地提高了纠缠生成率。扭曲的环形腔几何形状抑制了许多误差源,从而实现了高保真纠缠生成。我们估计自旋光子纠缠率为 5×105s-1,贝尔对纠缠率接近 105s-1,平均保真度接近 0.999。此外,我们还表明,光子检测时间提供了大量有关误差位置的软信息,可用于提高逻辑量子比特的性能。这种方法为利用中性镱原子实现可扩展的模块化量子计算提供了一条切实可行的途径。
{"title":"High-Rate and High-Fidelity Modular Interconnects between Neutral Atom Quantum Processors","authors":"Yiyi Li, Jeff D. Thompson","doi":"10.1103/prxquantum.5.020363","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020363","url":null,"abstract":"Quantum links between physically separated modules are important for scaling many quantum computing technologies. The key metrics are the generation rate and fidelity of remote Bell pairs. In this work, we propose an experimental protocol for generating remote entanglement between neutral ytterbium atom qubits using an optical cavity. By loading a large number of atoms into a single cavity, and controlling their coupling using only local light shifts, we amortize the cost of transporting and initializing atoms over many entanglement attempts, maximizing the entanglement generation rate. A twisted ring cavity geometry suppresses many sources of error, allowing high-fidelity entanglement generation. We estimate a spin-photon entanglement rate of <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><mn>5</mn><mo>×</mo><msup><mn>10</mn><mn>5</mn></msup><mspace width=\"0.2em\"></mspace><msup><mrow><mi mathvariant=\"normal\">s</mi></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></math>, and a Bell pair rate approaching <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><msup><mn>10</mn><mn>5</mn></msup><mspace width=\"0.2em\"></mspace><msup><mrow><mi mathvariant=\"normal\">s</mi></mrow><mrow><mo>−</mo><mn>1</mn></mrow></msup></math>, with an average fidelity near <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><mn>0.999</mn></math>. Furthermore, we show that the photon detection times provide a significant amount of soft information about the location of errors, which may be used to improve the logical qubit performance. This approach provides a practical path to scalable modular quantum computing using neutral ytterbium atoms.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"168 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141513862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Early Fault-Tolerant Quantum Computing 早期容错量子计算
Pub Date : 2024-06-17 DOI: 10.1103/prxquantum.5.020101
Amara Katabarwa, Katerina Gratsea, Athena Caesura, Peter D. Johnson
In recent years, research in quantum computing has largely focused on two approaches: near-term intermediate-scale quantum (NISQ) computing and future fault-tolerant quantum computing (FTQC). A growing body of research into early fault-tolerant quantum computing (EFTQC) is exploring how to utilize quantum computers during the transition between these two eras. However, without agreed-upon characterizations of this transition, it is unclear how best to utilize EFTQC architectures. We argue for the perspective that this transition period will be characterized by a law of diminishing returns in quantum error correction (QEC), where the ability of the architecture to maintain quality operations at scale determines the point of diminishing returns. Two challenges emerge from this picture: how to model this phenomenon of diminishing return of QEC as the performance of devices is continually improving and how to design algorithms to make the most use of these devices. To address these challenges, we present models for the performance of EFTQC architectures, capturing the diminishing returns of QEC. We then use these models to elucidate the regimes in which algorithms suited to such architectures are advantageous. As a concrete example, we show that for the canonical task of phase estimation, in a regime of moderate scalability and using just over one million physical qubits, the “reach” of the quantum computer can be extended (compared to the standard approach) from 90-qubit instances to over 130-qubit instances using a simple early fault-tolerant quantum algorithm, which reduces the number of operations per circuit by a factor of 100 and increases the number of circuit repetitions by a factor of 10 000. This clarifies the role that such algorithms might play in the era of limited-scalability quantum computing.
近年来,量子计算研究主要集中在两种方法上:近期中等规模量子计算(NISQ)和未来容错量子计算(FTQC)。越来越多的早期容错量子计算(EFTQC)研究正在探索如何在这两个时代之间的过渡时期利用量子计算机。然而,由于没有对这一过渡时期的特征达成共识,因此还不清楚如何才能最好地利用 EFTQC 体系结构。我们认为,在量子纠错(QEC)中,这一过渡时期将以收益递减规律为特征,在这一规律下,架构保持大规模高质量运行的能力决定了收益递减点。在这一背景下,我们面临着两个挑战:如何在设备性能不断提高的情况下对 QEC 的收益递减现象进行建模,以及如何设计算法以充分利用这些设备。为了应对这些挑战,我们提出了 EFTQC 架构的性能模型,以捕捉 QEC 的收益递减现象。然后,我们利用这些模型来阐明适合此类架构的算法在哪些情况下具有优势。作为一个具体的例子,我们展示了对于相位估计这一典型任务,在中等可扩展性和使用刚刚超过一百万物理量子比特的情况下,使用一种简单的早期容错量子算法,量子计算机的 "覆盖范围"(与标准方法相比)可以从 90 量子比特实例扩展到超过 130 量子比特实例,这种算法将每个电路的操作次数减少了 100 倍,将电路重复次数增加了 10 000 倍。这阐明了这种算法在有限可扩展性量子计算时代可能发挥的作用。
{"title":"Early Fault-Tolerant Quantum Computing","authors":"Amara Katabarwa, Katerina Gratsea, Athena Caesura, Peter D. Johnson","doi":"10.1103/prxquantum.5.020101","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020101","url":null,"abstract":"In recent years, research in quantum computing has largely focused on two approaches: near-term intermediate-scale quantum (NISQ) computing and future fault-tolerant quantum computing (FTQC). A growing body of research into early fault-tolerant quantum computing (EFTQC) is exploring how to utilize quantum computers during the transition between these two eras. However, without agreed-upon characterizations of this transition, it is unclear how best to utilize EFTQC architectures. We argue for the perspective that this transition period will be characterized by a law of diminishing returns in quantum error correction (QEC), where the ability of the architecture to maintain quality operations at scale determines the point of diminishing returns. Two challenges emerge from this picture: how to model this phenomenon of diminishing return of QEC as the performance of devices is continually improving and how to design algorithms to make the most use of these devices. To address these challenges, we present models for the performance of EFTQC architectures, capturing the diminishing returns of QEC. We then use these models to elucidate the regimes in which algorithms suited to such architectures are advantageous. As a concrete example, we show that for the canonical task of phase estimation, in a regime of moderate scalability and using just over one million physical qubits, the “reach” of the quantum computer can be extended (compared to the standard approach) from 90-qubit instances to over 130-qubit instances using a simple early fault-tolerant quantum algorithm, which reduces the number of operations per circuit by a factor of 100 and increases the number of circuit repetitions by a factor of 10 000. This clarifies the role that such algorithms might play in the era of limited-scalability quantum computing.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"68 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141551329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Variational Adiabatic Transport of Tensor Networks 张量网络的变量绝热传输
Pub Date : 2024-06-14 DOI: 10.1103/prxquantum.5.020361
Hyeongjin Kim, Matthew Fishman, Dries Sels
We discuss a tensor network method for constructing the adiabatic gauge potential—the generator of adiabatic transformations—as a matrix product operator, which allows us to adiabatically transport matrix product states. Adiabatic evolution of tensor networks offers a wide range of applications, of which two are explored in this paper: improving tensor network optimization and scanning phase diagrams. By efficiently transporting eigenstates to quantum criticality and performing intermediary density-matrix renormalization group (DMRG) optimizations along the way, we demonstrate that we can compute ground and low-lying excited states faster and more reliably than a standard DMRG method at or near quantum criticality. We demonstrate a simple automated step size adjustment and detection of the critical point based on the norm of the adiabatic gauge potential. Remarkably, we are able to reliably transport states through the critical point of the models we study.
我们讨论了将绝热规势--绝热变换的发生器--作为矩阵积算子来构建的张量网络方法,该方法允许我们绝热传输矩阵积状态。张量网络的绝热演化具有广泛的应用前景,本文将探讨其中的两个方面:改进张量网络优化和扫描相图。通过高效地将特征态传输到量子临界,并在此过程中执行中间密度矩阵重正化群(DMRG)优化,我们证明在量子临界或接近量子临界时,我们可以比标准 DMRG 方法更快、更可靠地计算基态和低洼激发态。我们展示了一种简单的自动步长调整方法,以及基于绝热规电势规范的临界点检测方法。值得注意的是,我们能够可靠地通过我们所研究模型的临界点传输状态。
{"title":"Variational Adiabatic Transport of Tensor Networks","authors":"Hyeongjin Kim, Matthew Fishman, Dries Sels","doi":"10.1103/prxquantum.5.020361","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020361","url":null,"abstract":"We discuss a tensor network method for constructing the adiabatic gauge potential—the generator of adiabatic transformations—as a matrix product operator, which allows us to adiabatically transport matrix product states. Adiabatic evolution of tensor networks offers a wide range of applications, of which two are explored in this paper: improving tensor network optimization and scanning phase diagrams. By efficiently transporting eigenstates to quantum criticality and performing intermediary density-matrix renormalization group (DMRG) optimizations along the way, we demonstrate that we can compute ground and low-lying excited states faster and more reliably than a standard DMRG method at or near quantum criticality. We demonstrate a simple automated step size adjustment and detection of the critical point based on the norm of the adiabatic gauge potential. Remarkably, we are able to reliably transport states through the critical point of the models we study.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141513864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards Adiabatic Quantum Computing Using Compressed Quantum Circuits 利用压缩量子电路实现绝热量子计算
Pub Date : 2024-06-14 DOI: 10.1103/prxquantum.5.020362
Conor Mc Keever, Michael Lubasch
We describe tensor network algorithms to optimize quantum circuits for adiabatic quantum computing. To suppress diabatic transitions, we include counterdiabatic driving in the optimization and utilize variational matrix product operators to represent adiabatic gauge potentials. Traditionally, Trotter product formulas are used to turn adiabatic time evolution into quantum circuits and the addition of counterdiabatic driving increases the circuit depth per time step. Instead, we classically optimize a parameterized quantum circuit of fixed depth to simultaneously capture adiabatic evolution together with counterdiabatic driving over many time steps. The methods are applied to the ground-state preparation of quantum Ising chains with transverse and longitudinal fields. We show that the classically optimized circuits can significantly outperform Trotter product formulas. Additionally, we discuss how the approach can be used for combinatorial optimization.
我们描述了优化绝热量子计算量子电路的张量网络算法。为了抑制绝热转换,我们在优化中加入了反绝热驱动,并利用变矩阵积算子来表示绝热规势。传统上,特罗特乘积公式用于将绝热时间演化转化为量子电路,而增加反绝热驱动会增加每个时间步的电路深度。相反,我们对固定深度的参数化量子回路进行了经典优化,以在多个时间步长内同时捕捉绝热演化和反绝热驱动。这些方法被应用于具有横向和纵向场的量子伊辛链的基态制备。我们证明,经典优化电路的性能明显优于特罗特乘积公式。此外,我们还讨论了如何将该方法用于组合优化。
{"title":"Towards Adiabatic Quantum Computing Using Compressed Quantum Circuits","authors":"Conor Mc Keever, Michael Lubasch","doi":"10.1103/prxquantum.5.020362","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020362","url":null,"abstract":"We describe tensor network algorithms to optimize quantum circuits for adiabatic quantum computing. To suppress diabatic transitions, we include counterdiabatic driving in the optimization and utilize variational matrix product operators to represent adiabatic gauge potentials. Traditionally, Trotter product formulas are used to turn adiabatic time evolution into quantum circuits and the addition of counterdiabatic driving increases the circuit depth per time step. Instead, we classically optimize a parameterized quantum circuit of fixed depth to simultaneously capture adiabatic evolution together with counterdiabatic driving over many time steps. The methods are applied to the ground-state preparation of quantum Ising chains with transverse and longitudinal fields. We show that the classically optimized circuits can significantly outperform Trotter product formulas. Additionally, we discuss how the approach can be used for combinatorial optimization.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"63 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141513863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cross-Cap Defects and Fault-Tolerant Logical Gates in the Surface Code and the Honeycomb Floquet Code 表面代码和蜂巢浮凸代码中的交叉盖缺陷和容错逻辑门
Pub Date : 2024-06-13 DOI: 10.1103/prxquantum.5.020360
Ryohei Kobayashi, Guanyu Zhu
We consider the Z2 toric code, surface code, and Floquet code defined on a nonorientable surface, which can be considered as families of codes extending Shor’s nine-qubit code. We investigate the fault-tolerant logical gates of the Z2 toric code in this setup, which corresponds to em exchanging symmetry of the underlying Z2 gauge theory. We find that nonorientable geometry provides a new way for the emergent symmetry to act on the code space, and discover the new realization of the fault-tolerant Hadamard gate of the two-dimensional surface code with a single cross cap connecting the vertices nonlocally along a slit, dubbed a nonorientable surface code. This Hadamard gate can be realized by a constant-depth local unitary circuit modulo nonlocality caused by a cross cap. Via folding, the nonorientable surface code can be turned into a bilayer local quantum code, where the folded cross cap is equivalent to a bilayer twist terminated on a gapped boundary and the logical Hadamard only contains local gates with intralayer couplings when being away from the cross cap, as opposed to the interlayer couplings on each site needed in the case of the folded surface code. We further obtain the complete logical Clifford gate set for a stack of nonorientable surface codes and similarly for codes defined on Klein-bottle geometries. We then construct the honeycomb Floquet code in the presence of a single cross cap, and find that the period of the sequential Pauli measurements acts as a HZ logical gate on the single logical qubit, where the cross cap enriches the dynamics compared with the orientable case. We find that the dynamics of the honeycomb Floquet code is precisely described by a condensation operator of the Z2 gauge theory, and illustrate the exotic dynamics of our code in terms of a condensation operator supported at a nonorientable surface.
我们考虑了定义在不可定向曲面上的 Z2 环状码、曲面码和 Floquet 码,它们可被视为肖尔九量子比特码的扩展码族。我们研究了这种设置下 Z2 环状码的容错逻辑门,它对应于底层 Z2 规理论的 e↔m 交换对称性。我们发现,不可定向几何为新兴对称性作用于代码空间提供了一种新的方式,并发现了二维曲面代码的容错哈达玛门的新实现方式,其顶点沿狭缝非局部地连接了单个交叉帽,被称为不可定向曲面代码。这种哈达玛门可以通过一个恒定深度的局部单元电路来实现,调制十字帽引起的非局部性。通过折叠,不可定向面码可以变成双层局部量子码,其中折叠的十字帽等同于终止于缝隙边界的双层扭转,逻辑哈达玛只包含远离十字帽时具有层内耦合的局部门,而不是折叠面码所需的每个位点上的层间耦合。我们进一步获得了不可定向表面代码堆栈的完整逻辑克利福德门集,同样也获得了定义在克莱因瓶几何结构上的代码的完整逻辑克利福德门集。然后,我们构建了存在单个交叉帽的蜂窝弗洛盖代码,并发现连续保利测量的周期在单个逻辑量子比特上充当了 HZ 逻辑门,与可定向情况相比,交叉帽丰富了动态。我们发现蜂巢弗洛奎特代码的动力学可以精确地用 Z2 计理论的凝聚算子来描述,并用非定向表面支持的凝聚算子来说明我们代码的奇异动力学。
{"title":"Cross-Cap Defects and Fault-Tolerant Logical Gates in the Surface Code and the Honeycomb Floquet Code","authors":"Ryohei Kobayashi, Guanyu Zhu","doi":"10.1103/prxquantum.5.020360","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020360","url":null,"abstract":"We consider the <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mrow><mi mathvariant=\"double-struck\">Z</mi></mrow><mn>2</mn></msub></math> toric code, surface code, and Floquet code defined on a nonorientable surface, which can be considered as families of codes extending Shor’s nine-qubit code. We investigate the fault-tolerant logical gates of the <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mrow><mi mathvariant=\"double-struck\">Z</mi></mrow><mn>2</mn></msub></math> toric code in this setup, which corresponds to <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>e</mi><mo stretchy=\"false\">↔</mo><mi>m</mi></math> exchanging symmetry of the underlying <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mrow><mi mathvariant=\"double-struck\">Z</mi></mrow><mn>2</mn></msub></math> gauge theory. We find that nonorientable geometry provides a new way for the emergent symmetry to act on the code space, and discover the new realization of the fault-tolerant Hadamard gate of the two-dimensional surface code with a single cross cap connecting the vertices nonlocally along a slit, dubbed a nonorientable surface code. This Hadamard gate can be realized by a constant-depth local unitary circuit modulo nonlocality caused by a cross cap. Via folding, the nonorientable surface code can be turned into a bilayer local quantum code, where the folded cross cap is equivalent to a bilayer twist terminated on a gapped boundary and the logical Hadamard only contains local gates with intralayer couplings when being away from the cross cap, as opposed to the interlayer couplings on each site needed in the case of the folded surface code. We further obtain the complete logical Clifford gate set for a stack of nonorientable surface codes and similarly for codes defined on Klein-bottle geometries. We then construct the honeycomb Floquet code in the presence of a single cross cap, and find that the period of the sequential Pauli measurements acts as a <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><mi>H</mi><mi>Z</mi></math> logical gate on the single logical qubit, where the cross cap enriches the dynamics compared with the orientable case. We find that the dynamics of the honeycomb Floquet code is precisely described by a condensation operator of the <math display=\"inline\" overflow=\"scroll\" xmlns=\"http://www.w3.org/1998/Math/MathML\"><msub><mrow><mi mathvariant=\"double-struck\">Z</mi></mrow><mn>2</mn></msub></math> gauge theory, and illustrate the exotic dynamics of our code in terms of a condensation operator supported at a nonorientable surface.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141513866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Saturating the Maximum Success Probability Bound for Noiseless Linear Amplification Using Linear Optics 利用线性光学饱和无噪声线性放大的最大成功概率边界
Pub Date : 2024-06-13 DOI: 10.1103/prxquantum.5.020359
Joshua J. Guanzon, Matthew S. Winnel, Deepesh Singh, Austin P. Lund, Timothy C. Ralph
A noiseless linear amplifier (NLA) performs the highest-quality amplification allowable under the rules of quantum physics. Unfortunately, these same rules conspire against us via the no-cloning theorem, which constrains NLA operations to the domain of probabilistic processes. Nevertheless, they are useful for a wide variety of quantum protocols, with numerous proposals assuming access to an optimal NLA device that performs with the maximum possible success probability. Here we propose the first linear-optics NLA protocol that asymptotically achieves this success probability bound by modifying the Knill-Laflamme-Milburn near-deterministic teleporter into an amplifier.
无噪声线性放大器(NLA)执行量子物理学规则所允许的最高质量放大。不幸的是,这些规则通过无克隆定理与我们背道而驰,该定理将无噪声线性放大器的操作限制在概率过程领域。尽管如此,这些规则对各种量子协议还是很有用的,许多提议都假定可以访问一个最优的 NLA 设备,该设备能以最大可能的成功概率运行。在这里,我们提出了第一个线性光学 NLA 协议,通过将 Knill-Laflamme-Milburn 近确定性远距传输器修改为放大器,渐近地实现了这一成功概率约束。
{"title":"Saturating the Maximum Success Probability Bound for Noiseless Linear Amplification Using Linear Optics","authors":"Joshua J. Guanzon, Matthew S. Winnel, Deepesh Singh, Austin P. Lund, Timothy C. Ralph","doi":"10.1103/prxquantum.5.020359","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020359","url":null,"abstract":"A noiseless linear amplifier (NLA) performs the highest-quality amplification allowable under the rules of quantum physics. Unfortunately, these same rules conspire against us via the no-cloning theorem, which constrains NLA operations to the domain of probabilistic processes. Nevertheless, they are useful for a wide variety of quantum protocols, with numerous proposals assuming access to an optimal NLA device that performs with the maximum possible success probability. Here we propose the first linear-optics NLA protocol that asymptotically achieves this success probability bound by modifying the Knill-Laflamme-Milburn near-deterministic teleporter into an amplifier.","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"186 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141513867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultracold LiCr: A New Pathway to Quantum Gases of Paramagnetic Polar Molecules 超冷 LiCr:通向顺磁极性分子量子气体的新途径
Pub Date : 2024-06-12 DOI: 10.1103/prxquantum.5.020358
S. Finelli, A. Ciamei, B. Restivo, M. Schemmer, A. Cosco, M. Inguscio, A. Trenkwalder, K. Zaremba-Kopczyk, M. Gronowski, M. Tomza, M. Zaccanti
Quantum gases of doubly polar molecules represent appealing frameworks for a variety of cross-disciplinary applications, encompassing quantum simulation and computation, controlled quantum chemistry, and precision measurements. Through a joint experimental and theoretical study, here we explore a novel class of ultracold paramagnetic polar molecules combining lithium alkali and chromium transition metal elements. Focusing on the specific bosonic isotopologue 6Li53Cr, leveraging on the Fermi statistics of the parent atomic mixture and on suitable Feshbach resonances recently discovered, we produce up to 50×103 ultracold LiCr molecules at peak phase-space densities exceeding 0.1, prepared within the least bound rotationless level of the LiCr electronic ground state X6Σ+. By also developing new probing methods, we thoroughly characterize the molecular gas, demonstrating the paramagnetic nature of LiCr dimers and the precise control of their quantum state. We investigate their stability against inelastic processes and identify a parameter region where pure LiCr samples exhibit lifetimes exceeding 0.2 s. Parallel to this, we employ state-of-the-art quantum chemical calculations to accurately predict the properties of LiCr ground and excited electronic states. This model, able to reproduce the experimental Li-Cr high-spin, scattering length, allows us to identify both efficient paths to coherently transfer weakly bound LiCr dimers to their absolute ground state, and suitable transitions for their subsequent optical manipulation. Our studies establish Li-Cr as a prime candidate to realize ultracold gases of doubly polar molecules with significant electric (3.3 D) and magnetic (5μB) dipole moments. Published by the American Physical Society 2024
双极性分子的量子气体是各种跨学科应用的诱人框架,包括量子模拟和计算、受控量子化学和精密测量。通过实验和理论的联合研究,我们在此探索了一类结合了碱锂和铬过渡金属元素的新型超冷顺磁性极性分子。我们以特定的玻色同素异形体 6Li53Cr 为重点,利用母原子混合物的费米统计和最近发现的合适费什巴赫共振,在锂铬电子基态 X6Σ+ 的最小束缚无旋转水平内制备了峰值相空间密度超过 0.1 的多达 50×103 超冷锂铬分子。通过开发新的探测方法,我们彻底描述了分子气体的特征,证明了锂铬二聚体的顺磁性及其量子态的精确控制。我们研究了它们在非弹性过程中的稳定性,并确定了纯锂铬样品寿命超过 0.2 秒的参数区域。与此同时,我们采用了最先进的量子化学计算方法来精确预测锂铬基态和激发电子态的特性。该模型能够再现实验中的锂铬高自旋散射长度,使我们能够确定将弱结合锂铬二聚体相干转移到其绝对基态的有效路径,以及随后对其进行光学操作的合适转变。我们的研究确立了锂铬是实现具有显著电偶极矩(3.3 D)和磁偶极矩(5μB)的双极性分子超冷气体的主要候选物质。 美国物理学会出版 2024
{"title":"Ultracold \u0000<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" display=\"inline\" overflow=\"scroll\"><mml:mrow><mml:mi>Li</mml:mi><mml:mi>Cr</mml:mi></mml:mrow></mml:math>\u0000: A New Pathway to Quantum Gases of Paramagnetic Polar Molecules","authors":"S. Finelli, A. Ciamei, B. Restivo, M. Schemmer, A. Cosco, M. Inguscio, A. Trenkwalder, K. Zaremba-Kopczyk, M. Gronowski, M. Tomza, M. Zaccanti","doi":"10.1103/prxquantum.5.020358","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020358","url":null,"abstract":"Quantum gases of doubly polar molecules represent appealing frameworks for a variety of cross-disciplinary applications, encompassing quantum simulation and computation, controlled quantum chemistry, and precision measurements. Through a joint experimental and theoretical study, here we explore a novel class of ultracold paramagnetic polar molecules combining lithium alkali and chromium transition metal elements. Focusing on the specific bosonic isotopologue 6Li53Cr, leveraging on the Fermi statistics of the parent atomic mixture and on suitable Feshbach resonances recently discovered, we produce up to 50×103 ultracold LiCr molecules at peak phase-space densities exceeding 0.1, prepared within the least bound rotationless level of the LiCr electronic ground state X6Σ+. By also developing new probing methods, we thoroughly characterize the molecular gas, demonstrating the paramagnetic nature of LiCr dimers and the precise control of their quantum state. We investigate their stability against inelastic processes and identify a parameter region where pure LiCr samples exhibit lifetimes exceeding 0.2 s. Parallel to this, we employ state-of-the-art quantum chemical calculations to accurately predict the properties of LiCr ground and excited electronic states. This model, able to reproduce the experimental Li-Cr high-spin, scattering length, allows us to identify both efficient paths to coherently transfer weakly bound LiCr dimers to their absolute ground state, and suitable transitions for their subsequent optical manipulation. Our studies establish Li-Cr as a prime candidate to realize ultracold gases of doubly polar molecules with significant electric (3.3 D) and magnetic (5μB) dipole moments.\u0000 \u0000 \u0000 \u0000 \u0000 Published by the American Physical Society\u0000 2024\u0000 \u0000 \u0000","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"82 21","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141352995","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retrieving Nonlinear Features from Noisy Quantum States 从噪声量子态中检索非线性特征
Pub Date : 2024-06-12 DOI: 10.1103/prxquantum.5.020357
Benchi Zhao, M. Jing, Lei Zhang, Xuanqiang Zhao, Yuanyi Chen, Kun Wang, Xin Wang
Accurately estimating high-order moments of quantum states is an elementary precondition for many crucial tasks in quantum computing, such as entanglement spectroscopy, entropy estimation, spectrum estimation, and predicting nonlinear features from quantum states. But in reality, inevitable quantum noise prevents us from accessing the desired value. In this paper, we address this issue by systematically analyzing the feasibility and efficiency of extracting high-order moments from noisy states. We first show that there exists a quantum protocol capable of accomplishing this task if and only if the underlying noise channel is invertible. We then establish a method for deriving protocols that attain optimal sample complexity using quantum operations and classical postprocessing only. Our protocols, in contrast to conventional ones, incur lower overheads and avoid sampling different quantum operations due to a novel technique called the “‘observable shift method,” making the protocols strong candidates for practical use on current quantum devices. The proposed method also indicates the power of entangled protocols in retrieving high-order information, whereas in the existing methods, entanglement does not help. We further construct the protocol for large quantum systems to retrieve the depolarizing channels, making the proposed method scalable. Our work contributes to a deeper understanding of how quantum noise could affect high-order information extraction and provides guidance on how to tackle it. Published by the American Physical Society 2024
准确估计量子态的高阶矩是量子计算中许多关键任务的基本先决条件,例如纠缠光谱学、熵估计、频谱估计以及从量子态预测非线性特征。但在现实中,不可避免的量子噪声使我们无法获得所需的值。本文针对这一问题,系统分析了从噪声态中提取高阶矩的可行性和效率。我们首先证明,当且仅当底层噪声信道是可逆的时,存在一种能够完成这一任务的量子协议。然后,我们建立了一种方法,可以推导出只使用量子操作和经典后处理就能达到最佳采样复杂度的协议。与传统协议相比,我们的协议开销更低,而且由于采用了一种名为"'可观测转移法 "的新技术,避免了对不同量子操作的采样,使这些协议成为在当前量子设备上实际使用的有力候选方案。所提出的方法还显示了纠缠协议在检索高阶信息方面的威力,而在现有方法中,纠缠并无帮助。我们进一步构建了大型量子系统的协议,以检索去极化信道,从而使所提出的方法具有可扩展性。我们的工作有助于加深对量子噪声如何影响高阶信息提取的理解,并为如何解决这一问题提供了指导。 美国物理学会出版 2024
{"title":"Retrieving Nonlinear Features from Noisy Quantum States","authors":"Benchi Zhao, M. Jing, Lei Zhang, Xuanqiang Zhao, Yuanyi Chen, Kun Wang, Xin Wang","doi":"10.1103/prxquantum.5.020357","DOIUrl":"https://doi.org/10.1103/prxquantum.5.020357","url":null,"abstract":"Accurately estimating high-order moments of quantum states is an elementary precondition for many crucial tasks in quantum computing, such as entanglement spectroscopy, entropy estimation, spectrum estimation, and predicting nonlinear features from quantum states. But in reality, inevitable quantum noise prevents us from accessing the desired value. In this paper, we address this issue by systematically analyzing the feasibility and efficiency of extracting high-order moments from noisy states. We first show that there exists a quantum protocol capable of accomplishing this task if and only if the underlying noise channel is invertible. We then establish a method for deriving protocols that attain optimal sample complexity using quantum operations and classical postprocessing only. Our protocols, in contrast to conventional ones, incur lower overheads and avoid sampling different quantum operations due to a novel technique called the “‘observable shift method,” making the protocols strong candidates for practical use on current quantum devices. The proposed method also indicates the power of entangled protocols in retrieving high-order information, whereas in the existing methods, entanglement does not help. We further construct the protocol for large quantum systems to retrieve the depolarizing channels, making the proposed method scalable. Our work contributes to a deeper understanding of how quantum noise could affect high-order information extraction and provides guidance on how to tackle it.\u0000 \u0000 \u0000 \u0000 \u0000 Published by the American Physical Society\u0000 2024\u0000 \u0000 \u0000","PeriodicalId":501296,"journal":{"name":"PRX Quantum","volume":"106 19","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141352291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
PRX Quantum
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1