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Effects of initial packing density and cohesion on submerged granular collapse 初始堆积密度和内聚力对水下颗粒塌陷的影响
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-20 DOI: 10.1103/physrevfluids.9.084302
Rui Zhu, Zhiguo He, Eckart Meiburg
We investigate the collapse of submerged cohesive granular columns as a function of their packing density and the cohesive force strength, via grain-resolving direct numerical simulations. The cohesive force acts to reduce the final runout distance of the collapsing columns. In addition, it significantly accelerates the initial contraction for loosely packed columns and decelerates the dilation for densely packed columns, leading to a larger or smaller excess pore pressure, respectively. Early on, the collapsing column exhibits distinct planar failure surfaces, whose angle with the horizontal increases with the packing density. We employ a network science-based approach to analyze the cohesive and contact force chains. Pronounced force-chain network structures form preferentially in the failure region. They tend to be larger for higher packing density, which induces a larger macroscopic cohesive resistance. The cohesive force tends to reduce the normal contact force, which results in shorter contact force chains.
我们通过颗粒解析直接数值模拟,研究了浸没内聚颗粒柱的坍塌是其堆积密度和内聚力强度的函数。内聚力的作用是减少坍塌柱的最终跳动距离。此外,对于松散堆积的柱体,内聚力会明显加速其初始收缩,而对于密集堆积的柱体,内聚力会减缓其扩张,从而分别导致较大或较小的过剩孔隙压力。坍塌的岩柱早期会出现明显的平面破坏面,其与水平面的夹角随堆积密度的增加而增大。我们采用基于网络科学的方法来分析内聚力链和接触力链。明显的力链网络结构优先在破坏区域形成。堆积密度越高,网络结构越大,从而产生更大的宏观内聚阻力。内聚力往往会降低法向接触力,从而导致接触力链变短。
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引用次数: 0
Convection in the active layer speeds up permafrost thaw in coarse-grained soils 活动层中的对流加速了粗粒土壤中永久冻土的融化
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-19 DOI: 10.1103/physrevfluids.9.l081501
M. Magnani, S. Musacchio, A. Provenzale, G. Boffetta
Permafrost thaw is a major concern raised by the ongoing climate change. An understudied phenomenon possibly affecting the pace of permafrost thaw is the onset of convective motions within the active layer caused by the density anomaly of water. Here we explore the effects of groundwater convection on permafrost thawing using a model that accounts for ice-water phase transitions, coupled with the dynamics of the temperature field transported by the Darcy's flow across a porous matrix. Numerical simulations of this model show that ice thawing in the presence of convection is much faster than in the diffusive case and deepens at a constant velocity proportional to the soil permeability. A scaling argument is able to predict correctly the asymptotic velocity. Since in the convective regime the heat transport is mediated by the coherent motion of thermal plumes across the thawed layer, we find that the depth of the thawing interface becomes highly heterogeneous.
永久冻土融化是当前气候变化引起的一个主要问题。可能影响永久冻土融化速度的一种未被充分研究的现象是由水的密度异常引起的活动层内对流运动的开始。在此,我们使用一个模型来探讨地下水对流对永久冻土融化的影响,该模型考虑了冰水相变,以及多孔基质中达西流传递的温度场动态。该模型的数值模拟显示,存在对流时冰的解冻速度比扩散情况下要快得多,并以与土壤渗透率成正比的恒定速度加深。缩放论证能够正确预测渐进速度。由于在对流状态下,热量传输是通过热羽流在解冻层上的相干运动来实现的,因此我们发现解冻界面的深度变得非常不均匀。
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引用次数: 0
Droplet impact on rotating surfaces: The effect of centrifugal force and wettability on spreading dynamics 旋转表面上的液滴冲击:离心力和润湿性对扩散动力学的影响
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-19 DOI: 10.1103/physrevfluids.9.083605
Dongdong Liu, Hongdong Yin, Zeyu Wu, Xiang Luo
Droplet impact on rotating surfaces experiences the tangential shear force from the rotating surface, generating a centrifugal force that either enhances the spreading or destabilizes the expanding lamella. In this study, we experimentally characterize the impact of a water droplet on rotating surfaces with various wettabilities, and theoretically analyze the observed impacting dynamics, including the enhanced spreading and the transition to the destabilization of the expanding lamella. Liquids with a wide range of viscosity are tested to explore the effect of liquid viscosity on the impacting dynamics. We propose a simplified approach to predict the tangential velocity induced by the surface's tangential shear force, and validate the predicted velocity by flow field measurement. We further deduce a quantitative description for the maximum spreading factor in the spreading regime, and derive the critical condition for the destabilization of the lamella for a water droplet. Good agreements are found between the predicted values and the measured ones for the impact on the rotating surfaces with various wettabilities.
水滴撞击旋转表面时会受到来自旋转表面的切向剪切力,从而产生离心力,这种离心力会加强扩散或破坏扩展薄片的稳定性。在本研究中,我们通过实验描述了水滴对具有不同润湿性的旋转表面的撞击,并从理论上分析了观察到的撞击动力学,包括增强扩散和向破坏扩展薄片稳定性的过渡。我们测试了各种粘度的液体,以探索液体粘度对撞击动力学的影响。我们提出了一种简化方法来预测由表面切向剪切力引起的切向速度,并通过流场测量验证了预测的速度。我们进一步推导出了平展机制中最大平展因子的定量描述,并推导出了水滴破坏薄片稳定性的临界条件。在对具有不同润湿性的旋转表面的影响方面,我们发现预测值与测量值之间存在良好的一致性。
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引用次数: 0
Data-driven low-dimensional model of a sedimenting flexible fiber 数据驱动的沉积柔性纤维低维模型
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-16 DOI: 10.1103/physrevfluids.9.084101
Andrew J. Fox, Michael D. Graham
The dynamics of flexible filaments entrained in flow, important for understanding many biological and industrial processes, are computationally expensive to model with full physics simulations. In this paper, we describe a data-driven technique to create high-fidelity low-dimensional models of flexible fiber dynamics using machine learning; the technique is applied to sedimentation in a quiescent, viscous Newtonian fluid, using results from detailed simulations as the dataset. The approach combines an autoencoder neural network architecture to learn a low-dimensional latent representation of the filament shape, with a neural ordinary differential equation that learns the evolution of the particle in the latent state. The model was designed to model filaments of varying flexibility, characterized by an elastogravitational number B, and was trained on a dataset containing the evolution of fibers beginning at set angles of inclination. For the range of B considered here (100–10 000), the filament shape dynamics can be represented with high accuracy with only four degrees of freedom, in contrast with the 93 present in the original bead-spring model used to generate the dynamic trajectories. We predict the evolution of fibers set at arbitrary angles and demonstrate that our data-driven model can accurately forecast the evolution of a fiber at both trained and untrained elastogravitational numbers.
柔性细丝在流动过程中的动力学对理解许多生物和工业过程非常重要,但用完整的物理模拟来建立模型的计算成本很高。在本文中,我们介绍了一种利用机器学习创建高保真低维柔性纤维动力学模型的数据驱动技术;该技术被应用于静态粘性牛顿流体中的沉降,并将详细模拟的结果作为数据集。该方法将自动编码器神经网络架构与神经常微分方程相结合,前者用于学习长丝形状的低维潜在表示,后者用于学习颗粒在潜在状态下的演变。该模型设计用于模拟不同柔韧性的丝状物,以弹性重力数 B 为特征,并在包含从设定倾斜角度开始的纤维演变的数据集上进行了训练。在本文所考虑的 B 范围内(100-10000),只需四个自由度就能高精度地表示出纤维的形状动态,而用于生成动态轨迹的原始珠弹簧模型则需要 93 个自由度。我们预测了设定为任意角度的纤维的演变,并证明我们的数据驱动模型可以准确预测纤维在训练有素和未经训练的弹力数下的演变。
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引用次数: 0
Flooding as a sub-critical instability in open channels 洪水是明渠中的次临界不稳定因素
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-15 DOI: 10.1103/physrevfluids.9.084607
Serge Mora, Martine Le Berre, Yves Pomeau
In flood events caused by a gradual increase in the flow rate of a watercourse, the rise in water level is often abrupt, while the fall in level is delayed. We show that such behavior can be demonstrated by considering stationary flows at a high Reynolds number in a prismatic open channel: Several geometries of the channel cross section lead to a subcritical instability that results in a discontinuous rise in the level when the flow rate exceeds a critical value Fi, and in a fall, also discontinuous, when the flow rate returns below a value Fo lower than Fi. This hysteretic behavior originates from the interplay between gravity, which drives the flow downstream, and turbulent friction with the channel wall. The potential existence of several solutions arising from this bifurcation requires careful consideration in flood simulations.
在由河道流速逐渐增加引起的洪水事件中,水位的上升往往是突然的,而水位的下降则是延迟的。我们通过考虑棱柱形明渠中高雷诺数下的静止水流,证明了这种行为:水道横截面的几种几何形状会导致亚临界不稳定性,当流速超过临界值 Fi 时,水位会不连续地上升;当流速回到低于 Fi 的值 Fo 时,水位会不连续地下降。这种滞后行为源于推动水流向下游的重力和水流与河道壁的湍流摩擦力之间的相互作用。在洪水模拟中,需要仔细考虑这种分叉可能产生的几种解决方案。
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引用次数: 0
Coupling atomization, emulsification, and polymerization steps for creating gel microspheres 将雾化、乳化和聚合步骤耦合在一起以制造凝胶微球
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-15 DOI: 10.1103/physrevfluids.9.083604
S. Danial Naghib, Matin Mirbaha, Kristina Logushkova, Jérôme Bibette, Nicolas Bremond
Calibrated gel microspheres are used in several life-science applications, from embolization to DNA barcoding and drug delivery. Along with selecting or designing specific materials that depend on the application, various processes have been developed to produce such hydrogel particles. Here, we report a high throughput strategy that is based on the controlled fragmentation of an aqueous jet in air that results in droplets of monomer solution, their entry and collection in an oil bath, followed by polymerization of the emulsion droplets which thus turn into gel beads. Each step of the process is detailed and the operating conditions are optimized to obtain homogeneous polyacrylamide gel microspheres. The impact area of the stream of droplets at the free surface, that can be tuned with the help of an electric field, plays a major role in minimizing coalescence of droplets as well as mass transport between the dispersed phase and the continuous phase which is correlated to the sedimentation flow features of the dilute emulsion.
校准凝胶微球可用于多种生命科学领域,包括栓塞、DNA 条形码和药物输送。在根据应用选择或设计特定材料的同时,人们还开发了各种工艺来生产这种水凝胶微球。在这里,我们报告了一种高通量策略,该策略的基础是在空气中控制水射流的破碎,从而产生单体溶液液滴,它们进入并汇集到油浴中,然后乳液液滴聚合,从而变成凝胶珠。详细介绍了该工艺的每个步骤,并对操作条件进行了优化,以获得均匀的聚丙烯酰胺凝胶微球。液滴流在自由表面的冲击面积可在电场的帮助下进行调整,它在最大程度地减少液滴凝聚以及分散相和连续相之间的质量传输方面发挥着重要作用,而分散相和连续相之间的质量传输与稀释乳液的沉积流动特征相关。
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引用次数: 0
Maintenance mechanism of a circular surface wave in a magnetohydrodynamic cell and limits of its existence 磁流体动力学单元中圆周表面波的维持机制及其存在极限
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-15 DOI: 10.1103/physrevfluids.9.083702
Vladislav Eltishchev, Gennadiy Losev, Peter Frick
The circular surface wave (CSW) of a low-temperature gallium alloy in the immovable cell with a central bottom electrode and an upper ring electrode exposed to axial magnetic fields is studied experimentally. It is shown that, depending on the force parameter and geometrical characteristics of the cell [cell radius, height of the liquid metal (LM) layer, and position of the circular electrode], three modes can occur in the cell: rest, CSW, or axial rotation with a deep funnel on the surface providing the circular contact of the LM with the electrode. A mode map showing the boundaries of the CSW existence domain is plotted on the parameter plane. The mechanism which provides the existence of a stable CSW is suggested. It is shown that the CSW is a superposition of two intense large-scale vortices. The main vortex, whose axis coincides with the axis of the cylindrical cell, is generated by the Lorentz force localized near the bottom electrode and arising from the interaction of the divergent electric current with the vertical magnetic field. The intensity of the second vortex is an order of magnitude less, and the axis of rotation is directed to the contact area of the liquid metal with the ring electrode, which appears near the crest of the wave. Similar to the main vortex, it exists due to the interaction of the current converging to the contact area with the superimposed magnetic field. The second vortex provides the lifting of the LM ahead of the incoming wave. The intensity of both vortices is proportional to the product of the external field by the total current, which explains the linear relationship between the relative frequency of surface oscillations and their amplitude.
实验研究了低温镓合金在中心底电极和上环电极暴露于轴向磁场的不动池中的圆表面波(CSW)。结果表明,根据力参数和电池的几何特征[电池半径、液态金属(LM)层的高度和环形电极的位置],电池中可能出现三种模式:静止、CSW 或轴向旋转,表面上的深漏斗提供了 LM 与电极的圆形接触。在参数平面上绘制的模式图显示了 CSW 存在域的边界。提出了稳定 CSW 的存在机制。研究表明,CSW 是两个强烈大尺度涡旋的叠加。主涡旋的轴线与圆柱形电池的轴线重合,它是由位于底部电极附近的洛伦兹力产生的,是发散电流与垂直磁场相互作用的结果。第二个涡旋的强度要小一个数量级,旋转轴指向液态金属与环形电极的接触区域,出现在波峰附近。与主涡旋类似,它的存在是由于汇聚到接触区域的电流与叠加磁场的相互作用。第二个漩涡使 LM 在入射波前方升起。这两个涡旋的强度与外部磁场与总电流的乘积成正比,这也解释了表面振荡的相对频率与振幅之间的线性关系。
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引用次数: 0
Confinement induced three-dimensional trajectories of microswimmers in rectangular channels 矩形水道中微游子的密闭诱导三维轨迹
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-14 DOI: 10.1103/physrevfluids.9.083302
Byjesh N. Radhakrishnan, Ahana Purushothaman, Ranabir Dey, Sumesh P. Thampi
We study the trajectories of a model microorganism inside three-dimensional channels with square and rectangular cross sections. Using (1) numerical simulations based on the lattice-Boltzmann method and (2) analytical expressions using far-field hydrodynamic approximations and the method of images we systematically investigate the role of the strength and finite-size of the squirmer, confinement dimensions, and initial conditions in determining the three-dimensional trajectories of microswimmers. Our results indicate that the hydrodynamic interactions with the confining walls of the channel significantly affect the swimming speed and trajectory of the model microswimmer. Specifically, pullers always display sliding motion inside the channel: weak pullers slide through the channel center line, while strong pullers slide through a path close to any of the walls. Pushers generally follow helical motion in a square channel. Unlike pullers and pushers, the trajectories of neutral swimmers are not easy to generalize and are sensitive to the initial conditions. Despite this diversity in the trajectories, the far-field expressions capture the essential features of channel-confined swimmers. Finally, we propose a method based on the principle of superposition to understand the origin of the three-dimensional trajectories of channel confined swimmers. Such construction allows us to predict and justify the origin of apparently complex three-dimensional trajectories generated by different types of swimmers in channels with square and rectangular cross sections.
我们研究了模型微生物在具有正方形和矩形横截面的三维通道内的运动轨迹。我们使用(1)基于格子-玻尔兹曼法的数值模拟和(2)使用远场流体力学近似和图像法的分析表达式,系统地研究了微游子的强度和有限尺寸、封闭尺寸和初始条件在决定微游子的三维轨迹中的作用。我们的研究结果表明,与通道约束壁之间的流体动力学相互作用对模型微游泳者的游泳速度和轨迹有显著影响。具体来说,牵引者总是在水道内做滑动运动:弱牵引者通过水道中心线滑动,而强牵引者通过靠近任何水道壁的路径滑动。推杆通常在方形通道内做螺旋运动。与拉力器和推力器不同,中性游泳者的运动轨迹不易概括,而且对初始条件很敏感。尽管运动轨迹多种多样,但远场表达式还是捕捉到了通道封闭游泳者的基本特征。最后,我们提出了一种基于叠加原理的方法来理解通道封闭泳道三维轨迹的起源。这种构造使我们能够预测不同类型的游泳者在方形和矩形横截面的水道中产生的表面上复杂的三维轨迹的起源,并证明其合理性。
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引用次数: 0
Numerical investigation on the heat transfer in wind turbulence over breaking waves 破浪风湍流传热数值研究
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-14 DOI: 10.1103/physrevfluids.9.084606
Min Lu, Zixuan Yang, Guowei He, Lian Shen
Heat transfer in wind turbulence over breaking waves is studied through direct numerical simulations. The air-water system is simulated on an Eulerian grid with the interface between the two phases captured by a coupled level set and volume-of-fluid method. To examine the effect of wave age, different cases representing slow, intermediate, and fast waves are considered for the scenario of air temperature being higher than the water temperature. The results show that the evolution of mean temperature profile responds nonmonotonically to the increasing wave age. At a small wave age, the mean temperature near the water surface increases after wave breaking. At intermediate and large wave ages, however, the temperature decreases after wave breaking, while the decrement magnitude is larger at the intermediate wave age. An investigation of the temperature fluctuation flux indicates that a combined effect of wave-coherent flux and turbulence-induced flux leads to a large magnitude of temperature decrement at the intermediate wave age. A further analysis of the production term in the transport equation of the turbulence-induced temperature flux elucidates the mechanism underlying the generation of the turbulence-induced flux at the intermediate wave age. The findings of the present study suggest that temperature responds in a more complex manner to wave age than velocity does and this phenomenon should be considered in models for air-sea interaction and weather forecasting.
通过直接数值模拟研究了破浪风湍流中的热传递。空气-水系统在欧拉网格上模拟,两相之间的界面通过耦合水平集和流体体积法捕捉。为了研究波龄的影响,在空气温度高于水温的情况下,考虑了代表慢波、中波和快波的不同情况。结果表明,平均温度曲线的演变与波龄的增加呈非单调关系。在小波龄时,破浪后水面附近的平均温度会升高。但在中波龄和大波龄时,破浪后温度下降,而在中波龄时下降幅度较大。对温度波动通量的研究表明,波浪相干通量和湍流诱导通量的共同作用导致中波龄处的温度下降幅度较大。对湍流诱导温度通量传输方程中的产生项的进一步分析,阐明了中波龄湍流诱导通量的产生机制。本研究的结果表明,温度对波龄的响应比速度对波龄的响应更复杂,这种现象应在海气相互作用和天气预报模式中加以考虑。
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引用次数: 0
Droplet breakup and size distribution in an airstream: Effect of inertia 气流中的液滴破裂和大小分布:惯性的影响
IF 2.7 3区 物理与天体物理 Q2 PHYSICS, FLUIDS & PLASMAS Pub Date : 2024-08-13 DOI: 10.1103/physrevfluids.9.084004
Someshwar Sanjay Ade, Pavan Kumar Kirar, Lakshmana Dora Chandrala, Kirti Chandra Sahu
We experimentally investigate the morphology and breakup of a droplet as it descends freely from a height and encounters an airstream. The size distributions of the child droplets are analyzed using high-speed shadowgraphy and in-line holography techniques. We find that a droplet falling from various heights exhibits shape oscillations due to the intricate interplay between inertia and surface tension forces, leading to significant variations in the radial deformation of the droplet, influencing the breakup dynamics under an identical airstream condition. Specifically, the droplet undergoes vibrational breakup when introduced at a location slightly above the air nozzle. In contrast, as the release height of the droplet increases, keeping the Weber number defined based on the velocity of the airstream fixed, a dynamic interplay between the inertia of the droplet and the aerodynamic flow field comes into play, resulting in a sequence of breakup modes transitioning from vibrational breakup to retracting bag breakup, bag breakup, bag-stamen breakup, retracting bag-stamen breakup, and eventually returning to vibrational breakup. Our experiments also reveal that the size distribution resulting from retracting bag breakup primarily arises from rim and node fragmentation, leading to a bimodal distribution. In contrast, bag and bag-stamen breakups yield a trimodal size distribution due to the combined contributions of bag, rim, and node breakup mechanisms. Furthermore, we utilize a theoretical model that incorporates the effective Weber number, considering different release heights. This model accurately predicts the size distribution of the child droplets resulting from the various breakup modes observed in our experiments.
我们通过实验研究了液滴从高空自由降落并遇到气流时的形态和破裂情况。我们使用高速阴影成像和在线全息成像技术分析了子液滴的尺寸分布。我们发现,由于惯性力和表面张力之间错综复杂的相互作用,从不同高度落下的液滴表现出形状振荡,导致液滴的径向变形发生显著变化,从而影响了相同气流条件下的破裂动力学。具体来说,液滴在略高于空气喷嘴的位置时会发生振动破裂。相反,随着液滴释放高度的增加,在保持根据气流速度确定的韦伯数不变的情况下,液滴的惯性和空气动力流场之间的动态相互作用开始发挥作用,从而产生了从振动破裂过渡到缩囊破裂、袋破裂、袋-柱破裂、缩囊-柱破裂并最终返回振动破裂的一系列破裂模式。我们的实验还发现,缩囊破裂产生的尺寸分布主要来自边缘和节点的破碎,从而导致双峰分布。与此相反,由于袋、边缘和节点破裂机制的共同作用,袋和袋-雄蕊破裂产生了三态尺寸分布。此外,考虑到不同的释放高度,我们采用了一个包含有效韦伯数的理论模型。该模型准确预测了实验中观察到的各种破裂模式产生的子液滴的尺寸分布。
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引用次数: 0
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