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Generating Gradients in the Energy Landscape Using Rectified Linear Type Cost Functions for Efficiently Solving 0/1 Matrix Factorization in Simulated Annealing 利用整流线性型成本函数在能量景观中生成梯度,以高效解决模拟退火中的 0/1 矩阵因式分解问题
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-21 DOI: 10.7566/jpsj.93.044002
Makiko Konoshima, Hirotaka Tamura, Yoshiyuki Kabashima
The 0/1 matrix factorization defines matrix products using logical AND and OR as product-sum operators, revealing the factors influencing various decision processes. Instances and their characteristics are arranged in rows and columns. Formulating matrix factorization as an energy minimization problem and exploring it with Simulated Annealing (SA) theoretically enables finding a minimum solution in sufficient time. However, searching for the optimal solution in practical time becomes problematic when the energy landscape has many plateaus with flat slopes. In this work, we propose a method to facilitate the solution process by applying a gradient to the energy landscape, using a rectified linear type cost function readily available in modern annealing machines. We also propose a method to quickly obtain a solution by updating the cost function’s gradient during the search process. Numerical experiments were conducted, confirming the method’s effectiveness with both noise-free artificial and real data.
0/1 矩阵因式分解使用逻辑 AND 和 OR 作为乘积和运算符定义矩阵乘积,揭示影响各种决策过程的因素。实例及其特征按行和列排列。将矩阵因式分解表述为能量最小化问题,并用模拟退火(SA)进行探索,理论上可以在足够的时间内找到最小解。然而,当能量景观中存在许多具有平缓斜坡的高原时,在实际时间内寻找最优解就成了问题。在这项工作中,我们提出了一种方法,利用现代退火机器中易于获得的整顿线性成本函数,通过对能量景观应用梯度来促进求解过程。我们还提出了一种方法,通过在搜索过程中更新代价函数的梯度来快速获得解。我们进行了数值实验,通过无噪声人工数据和真实数据证实了该方法的有效性。
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引用次数: 0
Observation of Primary Rogue Waves in Solids 固体中的原生激波观测
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-19 DOI: 10.7566/jpsj.93.044001
Wei-Gang Zhao, Da-Wei Zuo, Xiu-Shu Tian, Xi-Yang Xie, Gao-Qing Meng
In this study, we first observed second-order primary rogue waves in solids by experiments using a modal based on primary waves. We found that the propagation of primary waves in solids can be described by the nonlinear Schrödinger equation. To enhance our understanding, we employed variational mode decomposition and identified the inherent frequency as the main factor. Therefore, we conducted spectral analysis to determine the frequency and discussed the results. The theoretical and experimental results are found to be in agreement, and our findings can be applied to the non destructive testing of large engineering structures.
在这项研究中,我们通过使用基于原初波的模态进行实验,首次观测到了固体中的二阶原初流氓波。我们发现,原生波在固体中的传播可以用非线性薛定谔方程来描述。为了加深理解,我们采用了变异模态分解,并确定固有频率是主要因素。因此,我们进行了频谱分析以确定频率,并对结果进行了讨论。我们发现理论和实验结果是一致的,我们的研究结果可应用于大型工程结构的非破坏性测试。
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引用次数: 0
Molten Salt Flux Liquid Transport Method for Ultra Clean Single Crystals UTe2 超洁净单晶 UTe2 的熔盐通量液态传输方法
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-14 DOI: 10.7566/jpsj.93.043703
Dai Aoki
Various single-crystal growth techniques have been presented for the unconventional superconductor UTe2. The molten salt flux liquid transport (MSFLT) method is employed to grow high-quality and large single crystals, exhibiting a high residual resistivity ratio (RRR ∼ 200–800). However, the Te self-flux and chemical vapor transport (CVT) methods produce samples of lower quality. The MSFLT method is a hybrid approach combining the molten salt flux (MSF) and CVT methods. One significant advantage is that the materials gradually crystallize at a relatively low temperature, which is maintained throughout the main process. This may be crucial for preventing U deficiency and obtaining high-quality large single crystals of UTe2. Many different single crystals obtained using different techniques have been characterized by resistivity and specific heat measurements. The superconducting transition temperature Tc decreases with residual resistivity ρ0, followed by the Abrikosov–Gor’kov pair-breaking theory, and reaches 2.1 K for ρ0 → 0. The residual γ-value of the specific heat for the highest quality sample was only 3% of the normal-state γ-value. The specific heat jump, ΔCe/(γTc) reached approximately 2.7 for high-quality samples, indicating a strong-coupling superconductor. Furthermore, the magnetic susceptibility for H || a-axis in a high-quality single crystal does not show an up-turn behavior on cooling, which is consistent with the results of NMR Knight shift and μSR experiments.
针对非常规超导体UTe2提出了多种单晶生长技术。采用熔盐通量液体传输(MSFLT)方法可以生长出高质量的大型单晶体,并显示出较高的残余电阻率(RRR ∼ 200-800)。然而,Te 自流式和化学气相传输(CVT)法生产的样品质量较低。MSFLT 方法是一种结合了熔盐通量 (MSF) 和化学气相传输 (CVT) 方法的混合方法。它的一个显著优点是材料在相对较低的温度下逐渐结晶,并在整个主要过程中保持这一温度。这可能是防止 U 缺乏和获得高质量大型 UTe2 单晶的关键。通过电阻率和比热测量,对采用不同技术获得的许多不同单晶体进行了表征。超导转变温度 Tc 随残余电阻率 ρ0 的降低而降低,遵循阿布里科索夫-戈尔科夫断对理论,在 ρ0 → 0 时达到 2.1 K。高质量样品的比热跃变 ΔCe/(γTc) 约为 2.7,表明这是一种强耦合超导体。此外,高质量单晶中 H || a 轴的磁感应强度在冷却过程中并没有出现上升趋势,这与核磁共振奈特偏移和 μSR 实验的结果一致。
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引用次数: 0
Revisiting the Magnetic Orders in Heisenberg Model for Tsai-Type Quasicrystal Approximant 重新审视蔡型准晶近似的海森堡模型中的磁序
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-08 DOI: 10.7566/jpsj.93.045001
Takanori Sugimoto, Shintaro Suzuki, Ryuji Tamura, Takami Tohyama
The various magnetic orders observed in approximant crystals of a Tsai-type quasicrystal are important for deepening our understanding of magnetism in quasicrystals. Using an icosahedral cluster model with intercluster interactions, we provide an intuitive explanation of the mechanism of magnetic orders previously reported by classical Monte Carlo simulations of an effective Heisenberg model for Gd-based Tsai-type 1/1 approximant crystals.
在蔡型准晶的近似晶体中观察到的各种磁序对于加深我们对准晶磁性的理解非常重要。我们利用具有团簇间相互作用的二十面体团簇模型,对之前通过经典蒙特卡洛模拟有效海森堡模型报告的钆基蔡型 1/1 近似晶体的磁序机制提供了直观的解释。
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引用次数: 0
Real-Space Formulation of Topology for Disordered Rice–Mele Chains without Chiral Symmetry 无手性对称的无序蓖麻链拓扑实空间模型
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-04 DOI: 10.7566/jpsj.93.044702
Kiminori Hattori, Ata Yamaguchi
In this paper, we derive a real-space topological invariant that involves all energy states in the system. This global invariant, denoted by Q, is always quantized to be 0 or 1, independent of symmetries. In terms of Q, we numerically investigate topological properties of the nonchiral Rice–Mele model including random onsite potentials to show that nontrivial bulk topology is sustained for weak enough disorder. In this regime, a finite spectral gap persists, and then Q is definitely identified. We also consider sublattice polarization of disorder potentials. In this case, the energy spectrum retains a gap regardless of disorder strength so that Q is unaffected by disorder. This implies that bulk topology remains intact as long as the spectral gap opens.
在本文中,我们推导出一个涉及系统中所有能量状态的实空间拓扑不变量。这个全局不变量用 Q 表示,总是量化为 0 或 1,与对称性无关。根据 Q,我们用数值方法研究了包括随机现场势在内的非手性赖斯-梅勒模型的拓扑特性,结果表明,在足够弱的无序状态下,非rivial体拓扑是可以维持的。在这种情况下,有限的光谱间隙会持续存在,然后 Q 就会被确定下来。我们还考虑了无序势的亚晶格极化。在这种情况下,无论无序强度如何,能谱都会保持间隙,因此 Q 不受无序的影响。这意味着只要能谱间隙打开,体拓扑结构就会保持不变。
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引用次数: 0
Phase Transition Temperatures of a Nematic Liquid Crystal in the Presence of Noise and DC Fields 噪音和直流电场下向列液晶的相变温度
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-04 DOI: 10.7566/jpsj.93.044601
Jong-Hoon Huh, Takumu Higashi, Tatsuya Yamasaki, Tomoyuki Nagaya
Thermal phase transitions from a nematic liquid-crystal phase to an isotropic phase are reported in this study. The phase transition temperature Tc under noise and DC fields was examined during continuous heating processes with different heating rates R (1–10 °C/min). Tc was determined as functions of the noise intensity VN and the DC intensity V. Evidently, Tc shows different behavior with respect to the fields at fixed values of R. Tc decreased monotonously with VN, whereas it exhibited nonmonotonic behavior in Tc(V). These shifts in Tc are quite different from that previously observed in the AC field. It was found that DC field-induced electroconvection is responsible for the unexpected nonmonotonic behavior. In particular, the transition between the dynamic scattering modes (i.e., DSM1 and DSM2) may be related to this behavior. The different behavior for the noise and DC fields was confirmed using various values of R. Furthermore, the present results in comparison with the previous results for the AC field were discussed.
本研究报告了从向列液晶相到各向同性相的热相变。在不同加热速率 R(1-10 °C/分钟)的连续加热过程中,考察了噪声和直流电场下的相变温度 Tc。Tc 随噪声强度 VN 和直流强度 V 的变化而单调下降,而 Tc(V) 则表现出非单调性。Tc 的这些变化与之前在交流场中观察到的变化截然不同。研究发现,直流电场诱导的电对流是造成这种意想不到的非单调行为的原因。特别是动态散射模式(即 DSM1 和 DSM2)之间的转换可能与这种行为有关。使用不同的 R 值证实了噪声场和直流场的不同行为。
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引用次数: 0
Singlet Even-Frequency and Triplet Odd-Frequency Superconductivity in the Two-Band Hubbard Model Based on the Dynamical Mean-Field Theory 基于动态均场理论的双波段哈伯模型中的单子偶频和三子奇频超导现象
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-04 DOI: 10.7566/jpsj.93.043701
Yusuke Inokuma, Yoshiaki Ōno
Superconductivity in the two-band Hubbard model characterized by the on-site Coulomb repulsion Ud at d-site and the charge-transfer energy Δ between d- and p-sites is investigated on the basis of the dynamical mean-field theory. We calculate the pair susceptibilities for the s-wave symmetries with spin-singlet even-frequency and spin-triplet odd-frequency pairings and determine the superconducting transition temperature Tc at which the pair susceptibilities diverge. In the strong correlation regime where the system becomes Mott insulator at half-filling, the triplet superconductivity takes place in underdoped region while the singlet one takes place in overdoped region. In the both cases, Tc shows a maximum in the crossover region between Mott–Hubbard type (Ud < Δ) and charge-transfer type (Ud > Δ). We also observe a remarkable BEC-BCS crossover at a slightly doped region in the triplet superconductivity.
我们以动态均场理论为基础,研究了双带哈伯德模型中的超导性,其特征是 d 位的现场库仑斥力 Ud 以及 d 位和 p 位之间的电荷转移能 Δ。我们计算了具有自旋-小偶频和自旋-三偶频配对的 s 波对称性的配对感生,并确定了配对感生发散时的超导转变温度 Tc。在半填充时系统成为莫特绝缘体的强相关体系中,三重超导发生在掺杂不足区域,而单重超导发生在掺杂过度区域。在这两种情况下,Tc 在莫特哈伯德型(Ud < Δ)和电荷转移型(Ud > Δ)之间的交叉区域都显示出最大值。我们还在三重超导的轻微掺杂区域观察到了显著的 BEC-BCS 交叉。
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引用次数: 0
Thermally Driven Untethered Swimmer Using a Convection Flow with the Eddy Current Loss Due to AC Magnetic Fields 利用交流磁场造成的涡流损耗的对流热驱动无系绳游泳器
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-03-01 DOI: 10.7566/jpsj.93.034802
Hideyuki Sugioka, Ryo Takeda
Untethered microswimmers are essential for various applications. Here, we propose a thermally driven untethered swimmer using a convection flow with the eddy current loss due to AC magnetic fields and examine the performance of the swimmer. Specifically, we demonstrate that a floating object with a Cu oblique beam can be moved at a velocity of up to 1.8 mm/s by applying an AC magnetic field of 10.2 mT with a frequency of 11.7 kHz. Furthermore, by measuring the temperature of the Cu plate under the magnetic field, we clarify the role of the eddy current. In addition, we clarify the design concept of the convective swimmer from measurements at various angles of the oblique beam and applied magnetic fields. Our findings should contribute to the development of innovative untethered thermally driven microrobots and microswimmers.
无系微型游泳器在各种应用中都是必不可少的。在这里,我们提出了一种利用对流和交流磁场造成的涡流损耗的热驱动无系绳游泳器,并研究了该游泳器的性能。具体来说,我们证明了通过施加 10.2 mT、频率为 11.7 kHz 的交流磁场,一个带有 Cu 斜梁的浮动物体可以 1.8 mm/s 的速度移动。此外,通过测量磁场下铜板的温度,我们明确了涡流的作用。此外,我们还通过测量不同角度的斜射束和外加磁场,阐明了对流游泳器的设计理念。我们的研究结果将有助于开发创新的无系热驱动微型机器人和微型游泳器。
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引用次数: 0
Numerical Renormalization Group Study of Quadrupole Kondo Effect with the Crystal-Field Excited State 带有晶场激发态的四极康多效应的数值重正化组研究
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-02-29 DOI: 10.7566/jpsj.93.033705
Yuki Kaneko, Hirokazu Tsunetsugu
We have studied the quadrupolar Kondo effect for an impurity in cubic environment with taking account of a singlet excited state Γ1, which models a Pr3+ ion with a non-Kramers double ground state Γ3. We have used the numerical renormalization group approach and determined the phase diagram with varying quadrupole Kondo coupling J and Γ1 excitation energy Δ. Two phases are found and identified as local Fermi liquid and non-Fermi liquid. This non-Fermi liquid phase is characteristic to the two-channel Kondo impurity, and a similar phase diagram has been also found in other extended quadrupole models. We have analyzed in detail the J-dependence of the Kondo temperature TK near the phase boundary Jc(Δ) and found a nice scaling behavior with an stretched exponential form TKδJα exp(−const./(sqrt{delta J} )) where δJJJc(Δ). This differs from the standard scaling form and indicates that one needs to consider renormalization of multiple coupling constants.
我们研究了立方环境中杂质的四极 Kondo 效应,其中考虑到了单激发态 Γ1,它模拟了具有非克拉默斯双基态 Γ3的 Pr3+ 离子。我们使用数值重正化群方法,确定了四极 Kondo 耦合 J 和 Γ1 激发能量 Δ 变化时的相图。这种非费米液体相是双通道 Kondo 杂质的特征,在其他扩展四极模型中也发现了类似的相图。我们详细分析了相界Jc(Δ)附近近藤温度TK的J依赖性,发现了一个很好的伸展指数形式的缩放行为TK ∼ δJα exp(-const./(sqrt{delta J} )),其中δJ≡ J - Jc(Δ)。这与标准的缩放形式不同,表明我们需要考虑多重耦合常数的重正化。
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引用次数: 0
Conversion of Chiral Phonons into Magnons in Ferromagnets and Antiferromagnets 铁磁体和反铁磁体中手性声子向磁子的转化
IF 1.7 4区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY Pub Date : 2024-02-28 DOI: 10.7566/jpsj.93.034708
Dapeng Yao, Shuichi Murakami
Chiral phonons with atomic rotations converted into electron spins result in a change of spin magnetizations in crystals. In this paper, we investigate a new conversion of chiral phonons into magnons both in ferromagnets and antiferromagnets by spin models with exchange and Dzyaloshinskii–Moriya interactions. The atomic rotations in chiral phonons are treated as slow phonons, which modulate spin–spin interaction and induce time-dependent magnon excitations due to geometric effect within adiabatic approximation. We demonstrate that a non-trivial change of the number of magnons requires breaking of the spin-rotation symmetry around the spin quantization axis. As a result, the clockwise and counterclockwise chiral phonons induce a change of the magnon number with opposite signs, which corresponds to an increasing or decreasing spin magnetization due to the chiral nature of the atomic rotations. In particular, in antiferromagnets, the modulation of magnons due to chiral phonons generates a non-zero net magnetization by the proposed effect, which is expect to be observed in experiments.
将原子旋转转化为电子自旋的手性声子导致了晶体中自旋磁化的变化。本文通过具有交换和 Dzyaloshinskii-Moriya 相互作用的自旋模型,研究了手性声子在铁磁体和反铁磁体中转化为磁子的新方法。手性声子中的原子旋转被视为慢声子,它会调制自旋-自旋相互作用,并在绝热近似中由于几何效应而诱发随时间变化的磁子激发。我们证明,磁子数量的非微量变化需要打破围绕自旋量子化轴的自旋旋转对称性。因此,顺时针和逆时针的手性声子会引起磁子数量的反向变化,由于原子旋转的手性,这对应于自旋磁化的增加或减少。特别是在反铁磁体中,手性声子引起的磁子调制会通过所提出的效应产生非零净磁化,这有望在实验中观察到。
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引用次数: 0
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Journal of the Physical Society of Japan
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