arXivDaily arXiv每日学术速递 周一至周五更新
2606.20071 2026-06-19 physics.app-ph 新提交

Temperature-Dependent Charge Transport in USD-Grown High-Purity Germanium: Interplay Between Freeze-Out and Multi-Scattering Mechanisms

温度依赖的USD生长高纯锗中的电荷传输:冻结与多散射机制之间的相互作用

Narayan Budhathoki, Dongming Mei, Abhinna Rajbanshi, Rongying Jin

AI总结 通过霍尔效应和四探针电阻率测量,研究了南达科他大学生长的高阻p型锗晶体在2-300K温度范围内的电荷传输特性,揭示了载流子冻结、外禀导电和声子限制散射等不同传输机制,并建立了传输基线。

Comments 12 pages, 7 figures, and 3 tables

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AI中文摘要

我们报告了在南达科他大学生长的高阻p型锗晶体中的温度依赖电荷传输测量。在2-300K温度范围内,对五个平面样品进行了霍尔效应和四探针电阻率测量。在低温下,表观霍尔迁移率超过10$^6$ cm$^2$ V$^{-1}$ s${^-1}$,并随温度升高而系统性地降低,而有效霍尔载流子浓度在低温下表现出强烈的载流子冻结行为。霍尔迁移率、有效霍尔载流子浓度和电阻率的联合演化揭示了与载流子冻结、外禀导电和声子限制散射相关的不同传输机制。传输行为通过一个受Matthiessen规则启发的现象学迁移率模型进行解释,该模型考虑了电离杂质、中性杂质和声学声子散射的综合影响。样品间的变化与有效霍尔载流子浓度和传输行为的差异相关。这些测量为USD生长的高阻锗晶体建立了传输基线,并为未来材料优化提供了指导,以用于低本底稀有事件探测器应用中的探测器级高纯锗。

英文摘要

We report temperature-dependent charge transport measurements in p-type high-resistivity germanium crystals grown at the University of South Dakota. Hall-effect and four-probe resistivity measurements were performed on five planar samples over the temperature range of 2-300 K. The apparent Hall mobility exceeds 10$^6$ cm$^2$ V$^{-1}$ s${^-1}$ at cryogenic temperatures and decreases systematically with increasing temperature, while the effective Hall carrier concentration exhibits strong carrier freeze-out behavior at low temperatures. The combined evolution of Hall mobility, effective Hall carrier concentration, and resistivity reveals distinct transport regimes associated with carrier freeze-out, extrinsic conduction, and phonon-limited scattering. The transport behavior is interpreted using a Matthiessens-rule-inspired phenomenological mobility model motivated by the combined influence of ionized impurity, neutral impurity, and acoustic phonon scattering. Variations among samples are correlated with differences in effective Hall carrier concentration and transport behavior. These measurements establish a transport baseline for USD-grown high-resistivity germanium crystals and provide guidance for future material optimization toward detector-grade high-purity germanium for low-background rare-event detector applications.

2606.20354 2026-06-19 physics.app-ph cond-mat.mes-hall 新提交

Determination of the intrinsic mechanical quality factor in high-stress silicon nitride resonators

高应力氮化硅谐振器中内在机械品质因数的测定

Geena Benga, Vincent Dumont, Wei Wang, Nicola Cavalleri, Ariane Giesriegl, Silvan Schmid, Christian L. Degen, Antonius Armanious, Alexander Eichler

AI总结 提出一种结合自动模式识别与系统振铃测量的方法,可靠量化高应力氮化硅谐振器的内在品质因数,并发现其随厚度变化的系统依赖性,建立包含厚度相关损耗通道的现象学模型。

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AI中文摘要

近期氮化硅纳米机械谐振器的进展通过结合应力诱导的耗散稀释和模态形状工程,将机械品质因数推向了超高值。这两种机制都不改变内在品质因数 $Q_{\mathrm{intr}}$。因此,针对内在损耗本身仍然是实现更高 $Q$ 值的未开发途径。这首先需要可靠地量化 $Q_{\mathrm{intr}}$,而这已被证明具有挑战性。这里我们提出一种稳健的方法,通过结合自动模式识别和大量机械模态的系统振铃测量来量化 $Q_{\mathrm{intr}}$。应用于高应力氮化硅薄膜时,该方法揭示了 $Q_{\mathrm{intr}}$ 对厚度的系统依赖性,这种依赖性无法用现有模型描述,特别是在超薄极限下。我们用一个包含厚度相关损耗通道的现象学模型来解释这一趋势。我们的方法和模型共同为微观理解内在耗散以及直接减轻其损耗通道开辟了道路。

英文摘要

Recent advances in silicon nitride nanomechanical resonators have pushed mechanical quality factors to ultra-high values by combining stress-induced dissipation dilution with mode-shape engineering. Neither mechanism alters the intrinsic quality factor $Q_{\mathrm{intr}}$. Targeting the intrinsic loss itself therefore remains an untapped route to even higher $Q$. Doing so first requires reliable quantification of $Q_{\mathrm{intr}}$, which has proven challenging. Here we present a robust methodology that quantifies $Q_{\mathrm{intr}}$ by combining automated mode identification with systematic ringdown measurements over a large number of mechanical modes. Applied to high-stress silicon nitride membranes, it reveals a systematic dependence of $Q_{\mathrm{intr}}$ on thickness that cannot be described using established models, particularly in the ultra-thin limit. We account for this trend with a phenomenological model that incorporates a thickness-dependent loss channel. Together, our method and model open a route toward a microscopic understanding of intrinsic dissipation and toward directly mitigating its loss channels.

2606.19693 2026-06-19 physics.optics physics.app-ph physics.atm-clus 交叉投稿

Alignment-Controlled Optical Orbital Trapping of Single Airborne Aerosols for Dynamical Particle Sensing

对准控制的光学轨道捕获单个气溶胶用于动态粒子传感

Chun-Yen Wen, Yang-Yi Lee, Chung-Lin Chao, Ruei-Ying Jian, Wayne Cheng-Wei Huang, Tzu-Ling Chen*

AI总结 通过调节双光束光阱中两反向传播焦点的相对位置,实现单个气溶胶在局域约束与持续轨道运动间的切换,并利用轨道几何参数感知粒子直径。

Comments 12 pages, 8 figures

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AI中文摘要

聚焦光束陷阱中的光学力通常是非保守的,但这一非保守分量在空气传播单粒子动力学中的受控应用仍然有限。我们展示了一种双光束光阱,通过调节两个反向传播焦点的相对位置,单个气溶胶可以在局域约束和持续轨道运动之间切换。轴向分离控制非保守循环的启动,而横向偏移调节投影轨道尺寸并导致旋转频率的单调变化。T矩阵光学力计算和朗之万模拟支持这一解释,表明有限的轴向失准激活了循环力分量,而近零轴向分离则产生以约束为主的力场。实验通过均方位移和频率测量证实了预测的切换行为。我们进一步表明,投影轨道几何提供了粒子依赖的可观测量,轨道各向异性Ay/Ax随气溶胶直径系统变化。这些结果为受控的单空气传播粒子轨道动力学以及基于非平衡轨迹观测量的未来气溶胶测量提供了一个紧凑、低功耗的平台。

英文摘要

Optical forces in focused-beam traps are generally nonconservative, yet the controlled use of this nonconservative component for airborne single-particle dynamics remains limited. We demonstrate a dual-beam optical trap in which a single aerosol can be switched between localized confinement and sustained orbital motion by tuning the relative positions of two counter-propagating foci. The axial separation controls the onset of nonconservative circulation, while the lateral offset tunes the projected orbit size and causes a monotonic change in the rotation frequency. T-matrix optical force calculations and Langevin simulations support this interpretation by showing that finite axial misalignment activates a circulating force component, whereas near-zero axial separation gives a confinement-dominated force field. Experiments confirm the predicted switching behavior through mean-square displacement and frequency measurements. We further show that the projected orbit geometry provides a particle-dependent observable, with the orbit anisotropy Ay/Ax varying systematically with aerosol diameter. The results provide a compact, low-power platform for controlled orbital dynamics of single airborne particles and for future aerosol measurements based on nonequilibrium trajectory observables.

2606.20149 2026-06-19 physics.optics cond-mat.mes-hall physics.app-ph 交叉投稿

High-Power Laser Drives Motion in Ultra-thin Photonic Crystal Lightsails via Radiation Pressure

高功率激光通过辐射压力驱动超薄光子晶体光帆运动

Lucas Norder, Ata Keşkekler, Richard A. Norte

AI总结 本研究制造了最大尺寸的亚波长系留光帆,通过共振光子模式实现99%反射率,并在高激光强度下产生高达1.75微米的辐射压力位移,为高功率纳米光子学和光驱动推进提供了实验平台。

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AI中文摘要

激光驱动光帆已成为一种有前景的途径,通过定向光能加速超轻航天器至高速。实现这一概念推动了光-物质相互作用、材料科学、结构工程和纳米力学设计的极限。一个核心挑战是创建结合超低质量、大照明面积并在高光功率密度下存活的纳米光子反射器。此前没有实验将这些约束结合在单个结构中足以产生可测量的辐射压力位移。在此,我们报告了迄今为止最大的亚波长系留光帆:纳米厚度、毫米宽的氮化硅膜,图案化有数十亿个孔。尽管其亚波长厚度,它们通过共振光子模式实现了99%的反射,结合了超低面密度和高反射率。它们的柔顺性使得辐射压力位移高达1.75微米,比以往光帆光机械响应增加了50,000倍。这些薄镜被证明能够在与太阳表面光强度相当的定向激光强度下承受并保持高反射率。这些结果共同为高功率纳米光子学、定向能量系统和光驱动推进建立了一个测试平台,定义了超薄光子材料在强光负载下的实际极限。

英文摘要

Laser-driven lightsails have emerged as a promising route for accelerating ultralight spacecraft to high speeds using beamed optical energy. Realizing this concept pushes the limits of light-matter interaction, materials science, structural engineering, and nanomechanical design. A central challenge is to create nanophotonic reflectors that combine ultralow mass, large illuminated area, and survival under high optical power densities. No previous experiment has combined these constraints in a single structure sufficient to produce measurable radiation-pressure displacement. Here, we report the largest subwavelength tethered lightsails to date: nanoscale-thickness, millimeter-wide silicon nitride membranes patterned with billions of holes. Despite their subwavelength thickness, they achieve 99% reflection through resonant photonic modes, combining ultralow areal density with high reflectivity. Their compliance enables radiation-pressure displacements of up to 1.75 micrometer, a 50,000-fold increase over previous lightsail optomechanical responses. These thin mirrors are shown to withstand and maintain high reflectivity under directed laser intensities comparable to optical intensities at the surface of the Sun. Together, these results establish a testbed for high-power nanophotonics, directed-energy systems, and light-driven propulsion, defining the practical limits of ultrathin photonic materials under intense optical loading.

2606.19973 2026-06-19 cond-mat.mes-hall physics.app-ph 交叉投稿

Designing all possible logic gates in phononic lattices: A theoretical study

声子晶格中所有可能逻辑门的设计:一项理论研究

Swaraj Biswas, Santanu K. Maiti

AI总结 提出利用声子环系统实现纳米尺度热逻辑门,通过调节环-电极结配置,在声子频率范围内成功实现所有七种标准逻辑门。

Comments 7 pages, 8 figures. Comments are welcome

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AI中文摘要

我们提出了一种利用声子环系统在纳米尺度实现热逻辑门的方案。两个靠近环的原子位点作为双输入逻辑运算的输入,而单个邻近位点用于单输入逻辑功能。逻辑输出编码在声子传输概率中,该概率在非平衡格林函数形式框架内计算。通过适当调节环-电极结配置,所有七种标准逻辑门,包括三种基本门和四种组合门,在不同声子频率范围内成功实现。我们的结果表明,所提出的逻辑运算在广泛的声子频率范围内保持有效,突显了该方法的通用性和可靠性。

英文摘要

We propose a scheme for realizing thermal logic gates at the nanoscale using a phononic ring system. Two atomic sites, placed in close proximity to the ring, serve as the inputs for two-input logic operations, while a single proximity site is employed for single-input logic functionality. The logic output is encoded in the phonon transmission probability, which is calculated within the framework of non-equilibrium Green's function formalism. By appropriately tuning the ring-electrode junction configuration, all seven standard logic gates, comprising three fundamental and four combinatorial operations, are successfully realized in different phonon frequency regimes. Our results suggest that the proposed logic operations remain valid over a broad range of phonon frequencies, highlighting the generality and reliability of the proposed approach.

2606.19954 2026-06-19 cond-mat.mtrl-sci cond-mat.mes-hall physics.app-ph quant-ph 交叉投稿

Strain- and Electric-Field-Tunable Valley Polarization in Mo0.75V0.25Te2(Mo3VTe8) for Valleytronic Application

Mo0.75V0.25Te2 (Mo3VTe8) 中应变和电场可调的谷极化及其谷电子学应用

Md. Mostaqul Islam, Vivek Chowdhury, Md. Nure-Alam-Dipu, Ahmed Zubair

AI总结 通过第一性原理计算,研究了V掺杂MoTe2单层(Mo0.75V0.25Te2)的结构稳定性和电子性质,发现磁交换作用和自旋轨道耦合导致谷简并解除,产生自发谷极化,且可通过电场和双轴应变进一步调控,最大价带谷分裂达160.8 meV。

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AI中文摘要

二维过渡金属硫族化合物中的谷极化有望用于低功耗谷电子学和自旋-谷信息处理,但原始非磁性TMDs中的时间反演对称性使K+和K-谷保持简并,限制了器件应用。本文采用第一性原理密度泛函理论计算,研究了V合金化MoTe2单层(Mo0.75V0.25Te2)的结构稳定性、电子性质和可调谷极化。用V替代合金化MoTe2引入了磁交换相互作用,与自旋轨道耦合共同作用,解除了不等价谷的简并。由于没有虚声子模式,合金结构在能量和动力学上都是稳定的。在原始MoTe2中,自旋轨道耦合导致导带和价带的自旋分裂分别为34.0 meV和218.9 meV,但未观察到谷极化。相比之下,Mo0.75V0.25Te2在导带和价带中分别表现出37.3 meV和78.2 meV的自发谷极化。外部电场和双轴应变进一步增强了谷极化。沿晶体c轴的横向电场在价带中产生最大谷分裂132.8 meV,而双轴拉伸应变将价带谷分裂提高到160.8 meV。在2%双轴压缩应变下,导带最大谷分裂达到54.4 meV。这些结果表明,V合金化结合电场和应变工程为实现MoTe2中大的可调谷极化提供了有效策略。因此,Mo0.75V0.25Te2可被视为用于可调谷电子学器件(如晶体管和传感器)的有前景的二维平台。

英文摘要

Valley polarization in 2D TMDs is promising for low-power valleytronic and spin-valley information processing, but time-reversal symmetry in pristine nonmagnetic TMDs keeps the K+ and K- valleys degenerate, limiting device applications. In this work, we investigated the structural stability, electronic properties, and tunable valley polarization of V-alloyed MoTe2 monolayer, Mo0.75V0.25Te2, using first-principles density functional theory (DFT) calculations. Substitutional alloying of MoTe2 with V introduced magnetic exchange interaction, which, together with spin-orbit coupling (SOC), lifted the valley degeneracy at the unequal valleys. The alloyed structure was found to be energetically and dynamically stable due to the absence of imaginary phonon modes. In pristine MoTe2, SOC produced spin splittings of 34.0 meV and 218.9 meV in the conduction bands and valence bands, respectively, but no valley polarization was observed. In contrast, Mo0.75V0.25Te2 exhibited spontaneous valley polarization of 37.3 meV in the conduction band and 78.2 meV in the valence band. The valley polarization was further enhanced by external electric fields and biaxial strain. A transverse electric field along the crystal c axis produced the maximum valley splitting of 132.8 meV in the valence band, whereas biaxial tensile strain increased the valence band valley splitting up to 160.8 meV. The maximum conduction band valley splitting reached 54.4 meV under 2% biaxial compressive strain. These results demonstrated that V alloying, combined with electric-field and strain engineering, provides an effective strategy for achieving large and tunable valley polarization in MoTe2. Thus, Mo0.75V0.25Te2 can be considered a promising 2D platform for tunable valleytronic device applications, such as transistors and sensors.

2606.04625 2026-06-19 physics.app-ph 版本更新

Low Distortion Fusion Bonding using Pneumatically Warped Wafers

使用气动翘曲晶圆的低失真融合键合

Utkarsh Jain, Koen D'have, Philipp Schmidt, Damien Leech, Serena Iacovo, Philippe Muller, Dennis Bumuller, Thomas Schmidt, Koen Kennes, Steven Brems, Eric Beyne

AI总结 本文评估了SUSS XBA工具中的低失真键合方法,通过无局部外力启动键合和保持晶圆柔顺对称,利用气动翘曲实现亚10纳米网格失真。

Comments To appear in IEEE ECTC 2026 proceedings. 2026 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses

Journal ref 2026 IEEE 76th Electronic Components and Technology Conference (ECTC), Orlando, FL, USA, 2026, pp. 1349-1356

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AI中文摘要

背面供电网络(BSPDN)方案需要晶圆到晶圆的键合步骤,这些步骤不会在键合堆叠中留下高阶形状变化或局部应力,以确保这些不会转移到减薄晶圆以进行进一步的光刻曝光。然而,键合力学涉及强大的粘附力,这本质上会产生局部失真,最终需要光刻工具进行补偿。目标晶圆网格失真的一些贡献因素包括:键合启动方法、键合前沿速度变化以及晶圆之间缺乏对称性。在这项工作中,我们评估了SUSS XBA工具中的低失真键合方法,其中一些贡献因素在源头得到解决,即通过在没有局部外力的情况下启动键合,并在键合过程中保持晶圆的柔顺性和对称性。晶圆在键合过程中由于施加在整个晶圆背面的受控气压而带有轻微的预应力。使用键合堆叠的晶圆形状测量进行基于梯度的面内位移(IPD)建模,以估计键合引起的网格失真。使用密集扫描仪计量学对图案化键合晶圆进行测量,以确认来自图案化晶圆几何(PWG)测量的失真预测的位置和严重程度。在PWG失真图和扫描仪网格读数上,我们使用不同的场布局进行对准和CPE建模。使用相对低阶的校正模型可以实现亚10纳米的残余网格失真水平,而使用高级CPE模型则可达到小于或等于3纳米。这些结果表明,气动翘曲键合可产生低失真的键合堆叠,并且简单的工艺调整可以将主要失真源与边缘相关变异性解耦。

英文摘要

Backside power-delivery-network (BSPDN) schemes require wafer-to-wafer bonding steps that do not leave high order shape changes or localized stresses in the bonded stack to ensure that these don't get transferred to the thinned wafer for further lithographic exposure. However, bonding mechanics involve strong adhesive forces which can inherently create localized distortions that lithography tools must eventually compensate. Some contributors to grid distortion of the target wafer are, method of bond initiation, bond front velocity variations, and lack of symmetry between the wafers. In this work, we evaluate a low-distortion bonding approach in the SUSS XBA tool, where some of these contributors are tackled at the source, namely by initiating the bond without a localized external force, and keeping the wafers compliant & symmetric during bonding. Wafers are bonded with a slight pre-stress due to controlled gas pressure applied over the whole backside of the wafers throughout bonding. Wafer-shape measurements of the bonded stacks are used to perform gradient-based in-plane-displacements (IPD) modelling to estimate bonding-induced grid distortion. Dense scanner metrology is used on patterned-bonded wafers to confirm the location and severity of distortion predictions from patterned wafer geometry (PWG) measurements. On the PWG distortion maps and scanner grid readouts, we perform alignment and CPE modelling with different field layouts. Sub-10 nm levels of residual grid distortion are achievable with relatively low-order correction models, and less than or equal to 3 nm by using advanced CPE models. These results demonstrate that pneumatically warped bonding yields low-distortion bonded stacks, and that simple process tuning can decouple the dominant distortion source from edge-related variability.

2604.06464 2026-06-19 cs.LG physics.app-ph stat.ML 版本更新

Weighted Bayesian Conformal Prediction

加权贝叶斯共形预测

Xiayin Lou, Peng Luo

发表机构 * Technical University of Munich(慕尼黑技术大学) Massachusetts Institute of Technology(麻省理工学院)

AI总结 提出加权贝叶斯共形预测(WBCP),通过加权Dirichlet先验推广贝叶斯共形预测到重要性加权设置,理论证明有效样本量决定后验方差,并提供更丰富的条件覆盖不确定性。

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AI中文摘要

共形预测提供具有有限样本覆盖保证的分布自由预测区间,Snell & Griffiths 最近的工作将其重新解释为贝叶斯求积(BQ-CP),通过阈值上的 Dirichlet 后验产生强大的数据条件保证。然而,BQ-CP 根本上要求 i.i.d. 假设。同时,加权共形预测通过重要性权重处理分布偏移,但仍然是频率学派方法,仅产生点估计阈值。我们提出 \textbf{加权贝叶斯共形预测(WBCP)},它将 BQ-CP 推广到任意重要性加权设置,用加权 Dirichlet $\Dir(\neff \cdot \tilde{w}_1, \ldots, \neff \cdot \tilde{w}_n)$ 替换均匀 Dirichlet $\Dir(1,\ldots,1)$,其中 $\neff$ 是 Kish 有效样本量。我们证明了四个理论结果:(1)~$\neff$ 是匹配频率学派和贝叶斯方差的唯一集中参数;(2)~后验标准差以 $O(1/\sqrt{\neff})$ 衰减;(3)~BQ-CP 的随机占优保证扩展到每个权重轮廓的数据条件保证;(4)~HPD 阈值在条件覆盖上提供 $O(1/\sqrt{\neff})$ 的改进。我们将 WBCP 实例化为 \emph{地理贝叶斯共形预测},其中基于核的空间权重产生每个位置的后验,并具有可解释的诊断。在合成和真实空间数据集上的实验表明,WBCP 在保持覆盖保证的同时提供了更丰富的不确定性信息。

英文摘要

Conformal prediction provides distribution-free prediction intervals with finite-sample coverage guarantees, and recent work by Snell \& Griffiths reframes it as Bayesian Quadrature (BQ-CP), yielding powerful data-conditional guarantees via Dirichlet posteriors over thresholds. However, BQ-CP fundamentally requires the i.i.d. assumption. Meanwhile, weighted conformal prediction handles distribution shift via importance weights but remains frequentist, producing only point-estimate thresholds. We propose \textbf{Weighted Bayesian Conformal Prediction (WBCP)}, which generalizes BQ-CP to arbitrary importance-weighted settings by replacing the uniform Dirichlet $\Dir(1,\ldots,1)$ with a weighted Dirichlet $\Dir(\neff \cdot \tilde{w}_1, \ldots, \neff \cdot \tilde{w}_n)$, where $\neff$ is Kish's effective sample size. We prove four theoretical results: (1)~$\neff$ is the unique concentration parameter matching frequentist and Bayesian variances; (2)~posterior standard deviation decays as $O(1/\sqrt{\neff})$; (3)~BQ-CP's stochastic dominance guarantee extends to per-weight-profile data-conditional guarantees; (4)~the HPD threshold provides $O(1/\sqrt{\neff})$ improvement in conditional coverage. We instantiate WBCP for spatial prediction as \emph{Geographical BQ-CP}, where kernel-based spatial weights yield per-location posteriors with interpretable diagnostics. Experiments on synthetic and real-world spatial datasets demonstrate that WBCP maintains coverage guarantees while providing substantially richer uncertainty information.

2602.14787 2026-06-19 cond-mat.mes-hall math-ph math.MP physics.app-ph physics.comp-ph quant-ph 版本更新

Exact Multi-Valley Envelope Function Theory of Valley Splitting in Si/SiGe Nanostructures

Lasse Ermoneit, Abel Thayil, Thomas Koprucki, Markus Kantner

Journal ref Phys. Rev. B 113, 245306 (2026)

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英文摘要

Valley splitting in strained Si/SiGe quantum wells is a central parameter for silicon spin qubits and is commonly described with envelope-function and effective-mass theories. These models provide a computationally efficient continuum description and have been shown to agree well with atomistic approaches when the confinement potential is slowly varying on the lattice scale. In modern Si/SiGe heterostructures with atomically sharp interfaces and engineered Ge concentration profiles, however, the slowly varying potential approximation underlying conventional (local) envelope-function theory is challenged. We formulate an exact multi-valley envelope-function model by combining Burt-Foreman-type envelope-function theory, which does not rely on the assumption of a slowly varying potential, with a valley-sector decomposition of the Brillouin zone. This construction enforces band-limited envelopes, which satisfy a set of coupled integro-differential equations with a non-local potential energy operator. Using degenerate perturbation theory, we derive the intervalley coupling matrix element within this non-local model and prove that it is strictly invariant under global shifts of the confinement potential (choice of reference energy). We then show that the conventional local envelope model generically violates this invariance due to spectral leakage between valley sectors, leading to an unphysical energy-reference dependence of the intervalley coupling. The resulting ambiguity is quantified by numerical simulations of various engineered Si/SiGe heterostructures. Finally, we propose a simple spectrally filtered local approximation that restores the energy-reference invariance exactly and provides a good approximation to the exact non-local theory.

2601.01690 2026-06-19 physics.optics physics.app-ph physics.comp-ph 版本更新

Quantum Nonlinearity for Optical Neural Computing

用于光学神经计算的量子非线性

Qingyi Zhou, Jungmin Kim, Yutian Tao, Guoming Huang, Ming Zhou, Zewei Shao, Zongfu Yu

AI总结 提出嵌入量子发射体的逆向设计纳米光子结构,利用量子发射体的饱和特性实现强非线性,通过物理感知训练实现全光神经网络的非线性分类和强化学习,并建立量化非线性与网络表达能力的框架。

Comments Main text: 11 pages, 4 figures; Supplementary: 36 pages, 26 figures

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AI中文摘要

深度神经网络的快速扩展以不可持续的功耗为代价。虽然光学神经网络提供了一种替代方案,但其能力仍受限于缺乏高效的光学非线性。为了解决这一问题,我们提出了一种光学神经计算架构,通过将量子发射体嵌入逆向设计的纳米光子结构中。由于量子发射体的可饱和性,与传统材料相比,它们表现出极强的非线性。通过物理感知训练,我们数值证明了所提出的架构可以在全光神经网络中解决复杂任务,包括非线性分类和强化学习。为了在不同平台之间进行公平比较,我们引入了一个框架,将非线性与网络的表达能力定量联系起来。分析表明,我们的量子激活在纳瓦每平方微米的强度下工作,比传统光学材料的非线性阈值低七个数量级。展望大型语言模型,我们估算了非线性限制的光功率,该功率随模型大小呈次线性增长。我们的结果表明,量子纳米光子学可能为可持续的人工智能推理提供一条途径。

英文摘要

The rapid scaling of deep neural networks comes at the cost of unsustainable power consumption. While optical neural networks offer an alternative, their capabilities remain constrained by the lack of efficient optical nonlinearities. To address this, we propose an optical neural computing architecture by embedding quantum emitters in inverse-designed nanophotonic structures. Due to their saturability, quantum emitters exhibit exceptionally strong nonlinearity compared with conventional materials. Using physics-aware training, we numerically demonstrate that the proposed architecture can solve complex tasks, including nonlinear classification and reinforcement learning, within all-optical neural networks. To enable fair comparison across different platforms, we introduce a framework that quantitatively links nonlinearity to a network's expressive power. Analysis shows that our quantum activation operates at $\text{nW}/μ\text{m}^2$ intensity, which is seven orders of magnitude below the nonlinearity threshold of conventional optical materials. Looking ahead to large language models, we estimate the nonlinearity-limited optical power, which scales sublinearly with model size. Our results indicate that quantum nanophotonics may provide a route toward sustainable AI inference.

2501.14359 2026-06-19 quant-ph hep-th physics.app-ph 版本更新

Information Dynamics in Quantum Harmonic Systems: Insights from Toy Models

Reza Pirmoradian, M Reza Tanhayi

Comments More refined version, 21 pages

Journal ref Quantum Information Processing 25 (6), 197 (2026)

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英文摘要

This study investigates the dynamics of quantum information and computational resources using a tractable model of coupled harmonic oscillators. We precisely characterize the interplay between mutual information, synchronization, and circuit complexity, demonstrating that they serve as complementary yet distinct measures of quantum correlations. Our analysis reveals how coupling strength, detuning, and external magnetic fields modulate these quantities, with synchronization and mutual information exhibiting marked divergence in nonlinear regimes. By employing exact Gaussian methods, we compute the circuit depth required to prepare target states and connect increased fidelity to more regular dynamical behavior. Furthermore, we analyze single-ion transport in a harmonic trap, comparing sudden and adiabatic protocols. We introduce a nonadiabaticity metric to quantify the fidelity-complexity trade-off, showing that smooth control sequences significantly minimize operational errors by suppressing excitations. These results provide a refined understanding of quantum correlations and offer concrete principles for optimizing control strategies in quantum technologies.

2509.01729 2026-06-19 cond-mat.mtrl-sci cond-mat.mes-hall physics.app-ph 版本更新

Direct spatiotemporal imaging of carriers reveals a long-lived bulk photovoltaic mechanism

载流子的直接时空成像揭示长寿命体光伏机制

Saptam Ganguly, Sebin Varghese, Aaron M. Schankler, Xianfei Xu, Kazuki Morita, Michel Viret, Andrew M. Rappe, Gustau Catalan, Klaas-Jan Tielrooij

AI总结 通过无接触泵浦-探测显微镜直接观察铁电材料BiFeO3中光生载流子的时空演化,发现沿极轴的不对称输运持续数纳秒,归因于缺陷(如氧空位)引起的非对称动量散射,揭示了长寿命体光伏效应机制。

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AI中文摘要

体光伏效应(BPVE)是中心对称性破缺的一种表现,作为材料对称性和量子几何的探针,以及在光伏和光电器件中的应用引起了人们的兴趣。然而,到目前为止,该效应尚未在空间和时间上被直接捕获。在这里,我们使用无接触泵浦-探测显微镜来可视化原型铁电材料单晶单畴$BiFeO_{3}$中光生载流子的时空演化。我们观察到沿极轴的不对称载流子输运,这证实了BPVE固有的体效应和对称性驱动性质。值得注意的是,这种不对称输运在光激发后持续数纳秒,这无法用传统的短寿命位移或声子弹道电流BPVE机制解释。我们的蒙特卡洛模拟表明,缺陷(如氧空位)引起的非对称动量散射导致了实验中观察到的长寿命不对称载流子输运。除了基本见解之外,这为控制对称性和缺陷驱动的光响应铺平了道路。

英文摘要

The bulk photovoltaic effect (BPVE), a manifestation of broken centrosymmetry, has attracted interest as a probe of the symmetry and quantum geometry of materials, and for use in photovoltaic and optoelectronic devices. However, so far the effect has not been captured directly in space and time. Here, we use contactless pump-probe microscopy to visualize the spatiotemporal evolution of photoexcited carriers in single-crystal, mono-domain $BiFeO_{3}$, a prototypical ferroelectric material. We observe asymmetric carrier transport along the polar axis, which confirms the intrinsic bulk- and symmetry-driven nature of the BPVE. Remarkably, this asymmetric transport persists for several nanoseconds after photoexcitation, which cannot be explained by conventional short-lived shift or phonon ballistic current BPVE mechanisms. Our Monte Carlo simulations show that asymmetric momentum scattering by defects, such as oxygen vacancies, leads to long-lived asymmetric carrier transport, as observed experimentally. Beyond fundamental insights, this paves the way towards controlling symmetry- and defect-driven photoresponses.