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Convection analysis of couple stress nanofluid flow across stretching surface with the considerations of Marangoni convection 考虑马兰戈尼对流的耦合应力纳米流体流过拉伸表面的对流分析
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-21 DOI: 10.1007/s10404-025-02798-4
Umer Farooq, Muzamil Hussain, Noshan Shabbir, Mikhail Sheremet

The convection analysis of nanofluid flow under the effect of Marangoni convection, provides important insights into thermal control and fluid dynamics. This phenomenon is critical in many applications, including electronic cooling, heat exchangers, solar thermal collectors, and enhancement in oil recovery by improving fluid flow and promoting controlled crystallization during material processing. Inspired by applications mentioned above, the present research focuses on the couple stress nanofluid flow across a stretching surface while accounting the Marangoni convection, magnetic field, nanoparticles shape factors and thermal radiations. Blood based nanofluid, with the considerations of nanoparticles (gold(Au) and iron-oxide(Fe2O3)) is supposed for the present research. Boundary layer assumptions and conservation laws are utilized to model a governing mathematical system for the assumed problem. The emerging partial differential equations (PDEs) of the supposed problem is transformed to the ordinary differential equations (ODEs) by utilizing the appropriate similarity transformations. The numerical outcomes are generated in MATLAB using the bvp4c (approach is designed to solve boundary value problems) solver. Results indicates that the increasing estimates of Marangoni number leads the enhancement in the velocity profile and temperature shows a declining trend in the considered scenarios. It is also observed that the velocity-distribution diminishes for the increasing values of magnetic parameter. The temperature profile of the studied nanofluid is decreasing when the Prandtl number and couple stress parameter increases. The effects of the emerging dimensionless parameters on skin friction and Nusselt number are also revealed in the tabulated form. Research may substantially improve the design of nanofluid-based systems, drug delivery techniques, renewable energy technologies, materials engineering, and electronic cooling systems.

在马兰戈尼对流作用下的纳米流体对流分析,为热控制和流体动力学提供了重要的见解。这种现象在许多应用中都是至关重要的,包括电子冷却、热交换器、太阳能集热器,以及通过改善流体流动和促进材料加工过程中的受控结晶来提高石油采收率。受上述应用的启发,目前的研究重点是在考虑马兰戈尼对流、磁场、纳米颗粒形状因素和热辐射的情况下,纳米流体在拉伸表面上的耦合应力流动。基于血液的纳米流体,考虑到纳米颗粒(金(Au)和氧化铁(Fe2O3))是本研究的目标。边界层假设和守恒定律被用来为假设问题建立一个控制数学系统。利用适当的相似变换,将假定问题的偏微分方程转化为常微分方程。在MATLAB中使用bvp4c(解决边值问题的方法)求解器生成数值结果。结果表明,随着Marangoni数的增加,速度剖面增大,温度呈下降趋势。速度分布随磁参数的增大而减小。所研究的纳米流体的温度分布随着普朗特数和耦合应力参数的增大而减小。新出现的无量纲参数对表面摩擦和努塞尔数的影响也以表格形式显示。研究可能会大大改善纳米流体系统的设计、药物输送技术、可再生能源技术、材料工程和电子冷却系统。
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引用次数: 0
Wettability alteration of closed glass microfluidic devices by in situ plasma 原位等离子体对封闭玻璃微流体装置润湿性的影响
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-21 DOI: 10.1007/s10404-025-02793-9
Viktor Gredicak, Claire Douat, Aneta Slodczyk, Sébastien Dozias, Sophie Roman

Experimental research on microfluidic devices requires adequate control over surface parameters like wettability. Plasma has already been proven to be a promising tool for the control and alteration of the wettability of solid surfaces, yet its propagation in microfluidic devices and treatment stability remains challenging. Our idea is to produce and propagate an atmospheric pressure helium plasma directly into closed micrometer-size glass channels for in situ wettability treatment. This approach enables better control over the treatment parameters compared to conventional treatments in low-pressure chamber-type plasma reactors. With a homemade kHz dielectric barrier discharge-like setup, we successfully propagated plasma through a (4,hbox {cm}) long rectangular microchannel of uniform depth ((100,upmu hbox {m})) and variable width (250–500 (,upmu hbox {m})). Results obtained by in situ contact angle measurement on images indicate uniform wettability treatment with increased hydrophilic properties after only 1 min of treatment. The wettability achieved on a glass with our setup offers stability for up to 70 days depending on the plasma treatment and storage parameters. Contact angle results are further supported with X-ray photoelectron spectroscopy (XPS) surface analysis which revealed that the two effective mechanisms for wettability alteration are cleaning and surface functionalization.

微流控装置的实验研究需要充分控制表面参数,如润湿性。等离子体已经被证明是控制和改变固体表面润湿性的一种很有前途的工具,但它在微流体装置中的传播和处理稳定性仍然具有挑战性。我们的想法是产生大气压氦等离子体并将其直接传播到封闭的微米尺寸的玻璃通道中,进行原位润湿性处理。与低压腔室型等离子体反应器中的常规处理相比,这种方法可以更好地控制处理参数。利用自制的kHz介质阻挡放电装置,我们成功地将等离子体通过一个深度均匀((100,upmu hbox {m}))、宽度可变(250-500 (,upmu hbox {m}))的(4,hbox {cm})长矩形微通道传播。通过对图像的原位接触角测量获得的结果表明,仅在处理1分钟后,润湿性均匀,亲水性增加。根据等离子体处理和储存参数的不同,我们的装置在玻璃上实现的润湿性可提供长达70天的稳定性。x射线光电子能谱(XPS)表面分析进一步支持了接触角结果,揭示了两种有效的润湿性改变机制是清洁和表面功能化。
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引用次数: 0
Proliferation and weak aerotaxis changes the cancer cell distribution in oxygen gradients at physiological level 增殖和弱气动性改变了癌细胞在生理水平氧梯度中的分布
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-17 DOI: 10.1007/s10404-025-02797-5
Satoshi Aratake, Naoto Kawahara, Kenichi Funamoto

The migration and proliferation of cancer cells within the extracellular matrix play a critical role in cancer metastasis, enabling cancer cells to move between the blood and lymph vessels and surrounding tissues and form tumors. The heterogeneous oxygen conditions in the tumor microenvironment (TME) also affect cancer cell behaviors. However, the behaviors of cancer cells in the extremely low oxygen concentration gradients in the TME are poorly understood. The present study evaluated the behaviors of cultured cancer cells using microfluidic devices capable of precise oxygen concentration control. MDA-MB-231 cells mixed within a collagen gel were placed in the device and observed for 24 h under various oxygen concentration gradients with different oxygen levels and slopes. The cell distribution changed depending on the oxygen concentration gradient, with cell proliferation being the primary factor, with some contribution of aerotaxis. Aerotaxis directed the migration of MDA-MB-231 cells toward higher oxygen concentrations within the 2–6% O2 range and lower oxygen concentrations within the 7–12% O2 range. These results demonstrate the utility of microfluidic devices for analyzing cancer cell behaviors under oxygen concentration gradients at oxygen levels similar to those in the TME and show that cancer cells exhibit different aerotactic behaviors at specific oxygen concentrations.

癌细胞在细胞外基质内的迁移和增殖在癌症转移中起着至关重要的作用,使癌细胞能够在血液、淋巴管和周围组织之间移动,形成肿瘤。肿瘤微环境(TME)中的非均匀氧条件也会影响癌细胞的行为。然而,癌细胞在TME极低氧浓度梯度下的行为尚不清楚。本研究利用能够精确控制氧浓度的微流控装置评估了培养癌细胞的行为。将混合在胶原凝胶中的MDA-MB-231细胞置于装置中,在不同氧浓度梯度、不同氧水平和坡度下观察24 h。细胞分布随氧浓度梯度的变化而变化,细胞增殖是主要因素,趋氧性有一定贡献。趋氧性指导MDA-MB-231细胞向2-6% O2范围内的高氧浓度和7-12% O2范围内的低氧浓度迁移。这些结果证明了微流控装置在氧浓度梯度下分析癌细胞行为的实用性,并且表明癌细胞在特定的氧浓度下表现出不同的气动行为。
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引用次数: 0
Evaluation of the cytotoxic effect of chitosan-zoledronic acid nanoparticles and free zoledronic acid against a549 lung cancer cells using microfluidic technology 微流控技术评价壳聚糖-唑来膦酸纳米颗粒和游离唑来膦酸对a549肺癌细胞的细胞毒作用
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-11 DOI: 10.1007/s10404-025-02794-8
Maryam Khayati, Hajar Safari, Fariba Bagheri, Hamidreza Kheiri

Zoledronic acid (ZA), the third-generation nitrogen-containing bisphosphonate, is one of the most effective bisphosphonates and is used as a highly potent inhibitor of bone resorption with no adverse effects on bone mineralization. It is also used to treat multiple cancers, such as lung cancer, bone cancer, breast cancer, and prostate cancer. A microfluidic system can generate an adjustable flow rate and pressure inside multiple channels with the desired shape and dimensions, which are often fabricated from PDMS polymer. Among the advantages of these systems are precise control of environmental conditions, reduction of user intervention, and reduced time and reagent volumes. The microfluidic method, as a simple and cost-effective process with high capability, leads to particle size control, narrow size distribution, and the spherical shape of nanoparticles. With the rapid development of microfluidic technology, the preparation of particles with controlled size, morphology, and composition would be possible with this approach. In this study, to the best of our knowledge, the evaluation of the cytotoxic activity of microfluidic synthesized chitosan-zoledronic acid (CS-ZA) nanoparticles has been investigated for the first time in order to develop new cancer therapy strategies by using pharmaceutical nanotechnology. A microfluidic synthesis of nanoparticles with a narrow size distribution and uniform morphology through the ionic gelation of chitosan (CS) with ZA without a crosslinker was explained in detail in the previous article (Khayati et al., Int J Biol Macromol 234, 2023). This study aimed to evaluate the cytotoxic effect of the best microfluidic synthesized nanoparticles with ZA solution as core flow, CS as sheath flow, and flow ratios of ZA/CS = 0.5 (denoted by MFCSZA0.5) along with synthesized bulk nanoparticles (BCSZA) on the A549 lung cancer cell line through an MTT cell viability assay and a flow cytometric apoptosis assay. The results indicate that MFCSZA0.5 demonstrated significantly greater antitumor activity compared to BCSZA and free ZA. The in vitro drug release from MFCSZA0.5 microfluidic synthesized nanoparticles depicted a gradual, sustained release profile compared to BCSZA synthesized in bulk conditions. However, both of these nanoparticles exhibit promising carriers for intracellular delivery of ZA molecules, which ultimately affect cancer cell viability. The microfluidic method demonstrated a high drug entrapment efficiency compared to the bulk method, and it showed a more controlled in-vitro release of the drug. The synthesized nanoparticles in both microfluidic and bulk methods were found to have an anticancer effect comparable to the free ZA drug.

Graphical abstract

唑来膦酸(ZA)是第三代含氮双膦酸盐,是最有效的双膦酸盐之一,是一种高效的骨吸收抑制剂,对骨矿化无不良影响。它还可用于治疗多种癌症,如肺癌、骨癌、乳腺癌和前列腺癌。微流体系统可以在多个具有所需形状和尺寸的通道内产生可调节的流速和压力,这些通道通常由 PDMS 聚合物制成。这些系统的优点包括精确控制环境条件、减少用户干预、缩短时间和减少试剂用量。微流控方法是一种简单、经济、高效的工艺,可实现纳米粒子的粒度控制、窄粒度分布和球形形状。随着微流控技术的快速发展,用这种方法制备尺寸、形态和成分可控的颗粒将成为可能。据我们所知,本研究首次研究了微流控合成壳聚糖-唑来膦酸(CS-ZA)纳米粒子的细胞毒性活性,以期利用医药纳米技术开发新的癌症治疗策略。上一篇文章(Khayati et al., Int J Biol Macromol 234, 2023)详细介绍了通过壳聚糖(CS)与唑来膦酸(ZA)的离子凝胶化作用微流控合成具有窄尺寸分布和均匀形态的纳米粒子的方法。本研究旨在通过 MTT 细胞活力检测和流式细胞凋亡检测,评估以 ZA 溶液为核心流、CS 为鞘流,以及 ZA/CS = 0.5 的流量比(以 MFCSZA0.5 表示)合成的最佳微流控合成纳米粒子与合成的散装纳米粒子(BCSZA)对 A549 肺癌细胞系的细胞毒性效果。结果表明,MFCSZA0.5 的抗肿瘤活性明显高于 BCSZA 和游离ZA。与在散装条件下合成的 BCSZA 相比,MFCSZA0.5 微流体合成纳米粒子的体外药物释放呈现出渐进、持续的释放特征。不过,这两种纳米粒子都是很有前景的细胞内输送ZA分子的载体,而ZA分子最终会影响癌细胞的活力。与散装方法相比,微流控方法具有更高的药物夹带效率,而且药物的体外释放更可控。无论是微流控方法还是散装方法合成的纳米粒子,其抗癌效果都与游离ZA药物相当。
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引用次数: 0
Flow-optimized microfluidic chip for improved immunohistochemistry analysis 流动优化微流控芯片改进免疫组织化学分析
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-03-06 DOI: 10.1007/s10404-025-02795-7
Yijie Zhou, Qiuxiang Yu, Pengju Dong, Zhusheng Lan, Yize Zhang, Tianwei Li, Guijun Miao, Michael G. Mauk, Yuhuan Fu, Ganli Nie, Xin Sun, Lei Wang, Lulu Zhang, Xianbo Qiu

A microfluidic system for immunohistochemistry providing improved staining uniformity and more convenient operation is designed, prototyped, and tested. The chip is comprised of two parts: a plastic (polycarbonate PC) sliding cover that forms a chamber over a glass slide with a mounted sample tissue section. Staining reagents and labeled antibodies are successively pipetted into the chamber and flow over the tissue section by gravity. Staining uniformity is improved in channel design optimization. The plastic cover includes structural features to modify the flow field and reduce the mixing of successive loadings. Flow characteristics are optimized using finite element modeling. The approach shows substantially more uniform staining, as demonstrated quantitatively by image processing of stained samples.

微流控系统免疫组织化学提供改善染色均匀性和更方便的操作设计,原型,并测试。该芯片由两部分组成:一个塑料(聚碳酸酯PC)滑动盖,在装有样品组织切片的玻璃载玻片上形成一个腔室。染色试剂和标记抗体依次移液到腔室中,通过重力在组织切片上流动。通过优化通道设计,提高了染色均匀性。塑料盖包括结构特征,以改变流场和减少连续负载的混合。利用有限元建模优化了流动特性。通过对染色样品的图像处理,该方法显示出更均匀的染色效果。
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引用次数: 0
Development of 3D-structured tilt capillary valve for lab-on-a-disc devices 三维结构倾斜毛细管阀的研制
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-02-19 DOI: 10.1007/s10404-025-02792-w
Yuito Murano, Shoji Yamamoto, Hayato Matsuzawa, Kazuhiro Morioka, Akihide Hemmi, Hizuru Nakajima

Lab-on-a-disc (LoD) devices utilize centrifugal force to regulate fluid movement and are widely employed in biochemical applications. LoDs facilitate biochemical analysis by integrating different essential steps such as mixing samples and reagents, separating target components from the sample, and detecting analytes in a single platform. This integration on a single disc substrate enables the miniaturization and automation of various biochemical workflows. However, current LoD systems frequently rely on active valves, which increase complexity and limit versatility. To address these challenges, this study employed 3D printing technology to develop a 3D-structured tilt capillary valve acting as a passive control mechanism. Tilt capillary valves with inclination angles ranging from 50° to 80° were fabricated, and their burst rotational speeds and repeatability were compared with those of conventional capillary and slope valves. The tilt capillary valve demonstrated superior performance, achieving high-speed fluid control with relative standard deviations ranging from 1.5 to 2.1%. This improvement was attained by distributing the effects of centrifugal and gravitational forces along the inclined flow path. Additionally, the capillary structure stabilized the effects of surface tension, further enhancing reproducibility. These findings suggest that the developed tilt capillary valve enhances the LoD system performance, enabling more precise and rapid fluid control. The enhanced passive valve presented in this study can be implemented in advanced microfluidic device designs, presenting considerable potential for biochemical assays, point-of-care applications, environmental monitoring, and food safety testing.

盘上实验室(LoD)装置利用离心力调节流体运动,广泛应用于生化应用。LoDs通过整合不同的基本步骤,如混合样品和试剂,从样品中分离目标成分,以及在单个平台中检测分析物,从而促进生化分析。这种集成在单一光盘基板上的功能使各种生化工作流程的小型化和自动化成为可能。然而,目前的LoD系统经常依赖于主动阀,这增加了复杂性,限制了通用性。为了解决这些挑战,本研究采用3D打印技术开发了一种3D结构的倾斜毛细管阀,作为被动控制机制。制作了倾角为50°~ 80°的倾斜毛细管阀,并与常规毛细管阀和倾斜毛细管阀进行了爆破转速和重复性比较。倾斜式毛细管阀表现出优越的性能,实现了高速流体控制,相对标准偏差在1.5 ~ 2.1%之间。这种改进是通过沿倾斜流道分布离心力和重力的影响来实现的。此外,毛细管结构稳定了表面张力的影响,进一步提高了重现性。这些结果表明,所开发的倾斜毛细管阀提高了LoD系统的性能,实现了更精确和快速的流体控制。本研究中提出的增强型被动阀可以在先进的微流体装置设计中实现,在生化分析、护理点应用、环境监测和食品安全检测方面具有相当大的潜力。
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引用次数: 0
Advances in droplet microfluidics: a comprehensive review of innovations, morphology, dynamics, and applications 液滴微流体的进展:创新、形态、动力学和应用的综合综述
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-02-18 DOI: 10.1007/s10404-025-02789-5
Sreeja Sadasivan, S. Pradeep, Jishnu Chandran Ramachandran, Jayaprakash Narayan, Michał Jan Gęca

Droplet microfluidics is a rapidly evolving area of research with significant implications in bioengineering, drug delivery, chemical synthesis, environmental monitoring, and micro-scale electronics manufacturing. Recent advancements in droplet generation methods, including the use of electric fields and acoustic waves, have been driven by related technological developments. These innovations have enabled the creation of droplets with a wide range of sizes, shapes, and compositions, opening new frontiers for droplet microfluidic applications. This study reviews recent advances in droplet formation within microfluidic channels, beginning with an overview of droplet microfluidics and followed by an analysis of the various techniques used for droplet formation. The paper examines the impact of channel geometry, fluid flow rates, and channel wall surface properties on droplet formation. Additionally, it discusses the control of microfluidic droplets and the diverse applications of droplet microfluidics. The study also analyzes the morphological changes of droplets in response to variations in different controlling factors and presents an overview of compound droplet microfluidics, highlighting its technological aspects and significance across various applications. The influential factors governing the dynamics of compound droplets and their respective effects are briefly reviewed throughout the study. In conclusion, the paper identifies the major challenges and opportunities associated with microfluidic droplet dynamics and outlines emerging areas based on this technology. Overall, it provides a comprehensive overview of recent developments in droplet formation within microfluidic channels.

液滴微流体是一个快速发展的研究领域,在生物工程、药物输送、化学合成、环境监测和微电子制造等领域具有重要意义。液滴生成方法的最新进展,包括电场和声波的使用,是由相关技术发展推动的。这些创新使得液滴具有广泛的尺寸,形状和成分,为液滴微流体应用开辟了新的领域。本研究回顾了微流体通道内液滴形成的最新进展,从液滴微流体的概述开始,然后分析了用于液滴形成的各种技术。本文研究了通道几何形状、流体流速和通道壁面性质对液滴形成的影响。此外,还讨论了微流控液滴的控制以及液滴微流控的各种应用。分析了微滴在不同控制因素变化下的形态变化,并对复合微滴微流控技术进行了综述,重点介绍了复合微滴微流控技术的技术方面及其在各种应用中的意义。简要介绍了控制复合液滴动力学的影响因素及其各自的作用。总之,本文确定了微流体液滴动力学的主要挑战和机遇,并概述了基于该技术的新兴领域。总的来说,它提供了微流体通道内液滴形成的最新发展的全面概述。
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引用次数: 0
Phage-displayed antibody fragments in microfluidic paper-based devices: a novel approach for sensitive detection of glycine-extended gastrin 17 biomarker using gold nanoparticles 微流控纸基装置中噬菌体显示抗体片段:一种利用金纳米颗粒灵敏检测甘氨酸延伸胃泌素17生物标志物的新方法
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-02-17 DOI: 10.1007/s10404-025-02791-x
Shokouh Jahedi, Mohammad Reza Tohidkia, Mahdad Esmaeili, Farhad Bani, Saeed Kaboli

To evaluate the potential use of phage-displayed recombinant antibody fragments as biorecognition elements on microfluidic paper-based devices (µPADs), phage-displayed VL and soluble VL antibody fragments were immobilized on the chitosan-modified surface of µPADs to detect glycine-extended gastrin 17 (G17-Gly) an integral peptide biomarker for colorectal cancer. Additionally, the phage shaft displaying the scFv antibody fragment, used as a detection probe, was conjugated with gold nanoparticles (GNPs) and characterized by dynamic light scattering (DLS), transmission electron microscopy (TEM), and UV–visible spectroscopy (UV–Vis). Following the microfluidic sandwich immunoassay, the mean intensity of the color spots was quantitatively analyzed using an image analysis program. Peptide calibration curves showed a linear relationship between the intensity of the color spot signal and the logarithm of the peptide concentration within the ranges of 10⁻⁶–5 × 10⁻1 µM (R2 = 0.98) for the phage-VL fragment and 10⁻4–1 µM (R2 = 0.97) for the soluble VL fragment, with limits of detection (LOD) of 0.9 and 29 pM, respectively. The proposed µPAD-based immunoassay with the desirable LODs without further amplification provides a simple, versatile means for detecting biomarkers and pathogens of interest.

为了评估噬菌体展示的重组抗体片段作为微流控纸基装置(µPADs)生物识别元件的潜在应用价值,将噬菌体展示的VL和可溶性VL抗体片段固定在微流控纸基装置壳聚糖修饰的表面,检测结直肠癌完整肽生物标志物甘氨酸延伸胃泌素17 (G17-Gly)。此外,展示scFv抗体片段的噬菌体轴作为检测探针,与金纳米粒子(GNPs)偶联,并通过动态光散射(DLS)、透射电子显微镜(TEM)和紫外可见光谱(UV-Vis)对其进行了表征。在微流控夹心免疫分析之后,使用图像分析程序定量分析色斑的平均强度。在噬菌体-VL片段和可溶VL片段的10 - 4-1µM (R2 = 0.97)范围内,色斑信号强度与肽浓度的对数呈线性关系,检测限(LOD)分别为0.9和29 pM。提出的基于µpad的免疫测定法具有所需的lod,无需进一步扩增,为检测感兴趣的生物标志物和病原体提供了一种简单,通用的方法。
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引用次数: 0
Study on dynamic solidification of digital droplets and random behaviors during the recalescence process in a spiral-shaped milli-reactor 螺旋形毫微反应器中数字液滴的动态凝固和再凝聚过程中的随机行为研究
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-02-14 DOI: 10.1007/s10404-025-02790-y
Yulin Wang, Z. L. Wang

The freezing of droplets is a complex interdisciplinary research topic involving physics, chemistry, and computational science. This phenomenon has attracted considerable attention due to its significant applications in aerospace, meteorology, materials science, cryobiology, and pharmaceutical development. The development of microfluidic technology provides an ideal platform for microscopic physical research. In this study, we designed a spiral-shaped milli-reactor with a T-junction microchannel to generate digital droplets for studying and observing the digital freezing process of droplets. During the study of the recalescence and solidification processes of digital droplets dynamically moving in microchannels, we found that although the digital generation of droplets in our channel aligns well with the literature, achieving the digitalization of the droplet freezing process is very challenging. Even the initial phase of freezing (the recalescence process) exhibits significant randomness. A key feature of the randomness in the freezing process is the nucleation position of droplets within the channel, which significantly impacts the digital characteristics and hinders digital freezing. During the investigation of freezing randomness, we identified five distinct nucleation profiles, which largely determine the evolution of the freezing front and the duration of the recalescence phase. However, upon studying the motion velocity of the freezing front, we found that these velocities are temperature-dependent. This aligns with the results of our phase-field simulations and experimental findings, indicating that the release of latent heat during the recalescence process is stable. Additionally, the randomness in freezing may also stem from the deformation of droplets during the solidification process. In this study, we identified two distinct solidification modes during the freezing phase: one initiating from the droplet’s head or tail and the other starting from the middle, with the latter causing significant droplet deformation. Through statistical analysis, we further explored the influence of flow rate variation on the digital clustering of droplet freezing and discovered flow rate parameters that optimize freezing digitalization. For instance, when the oil phase flow rate is fixed, varying the water phase flow rate initially increases and then decreases the flatness factor, reaching a maximum at a water phase flow rate of (Q_w = 0.5 , text {mL/min}), indicating optimal clustering of droplets. The findings of this study provide new perspectives and approaches for controlling droplet freezing in microfluidic systems, while also offering significant insights into the unique behaviors and phenomena of nucleation and solidification processes at the microscale.

液滴的冻结是一个复杂的跨学科研究课题,涉及物理、化学和计算科学。这一现象由于其在航空航天、气象学、材料科学、低温生物学和药物开发方面的重要应用而引起了相当大的关注。微流控技术的发展为微观物理研究提供了理想的平台。在本研究中,我们设计了一个带有t结微通道的螺旋型微反应器来产生数字液滴,用于研究和观察液滴的数字冻结过程。在研究微通道中动态移动的数字液滴的再生和凝固过程时,我们发现尽管我们的通道中液滴的数字化生成与文献一致,但实现液滴冻结过程的数字化是非常具有挑战性的。即使是冻结的初始阶段(恢复过程)也表现出显著的随机性。冻结过程随机性的一个关键特征是液滴在通道内的成核位置,这对数字特性有显著影响,阻碍了数字冻结。在研究冻结随机性的过程中,我们发现了五种不同的成核剖面,它们在很大程度上决定了冻结锋的演变和恢复阶段的持续时间。然而,通过研究冻结锋的运动速度,我们发现这些速度与温度有关。这与我们的相场模拟和实验结果一致,表明在回光过程中潜热的释放是稳定的。另外,凝固过程中液滴的变形也可能导致冻结的随机性。在这项研究中,我们确定了冻结阶段的两种不同的凝固模式:一种是从液滴的头部或尾部开始,另一种是从中间开始,后者导致了显著的液滴变形。通过统计分析,进一步探讨了流速变化对液滴冷冻数字化聚类的影响,发现了优化冷冻数字化的流速参数。例如,当油相流量一定时,改变水相流量先增大后减小,在水相流量为(Q_w = 0.5 , text {mL/min})时达到最大值,表明液滴聚类最优。本研究结果为微流体系统中液滴冻结控制提供了新的视角和方法,同时也为微尺度下液滴成核和凝固过程的独特行为和现象提供了重要的见解。
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引用次数: 0
Heuristic modeling of material properties in Nano/Angstrom-scale channels: integrating experimental observations and MD simulations 纳米/埃级通道中材料特性的启发式建模:整合实验观察和MD模拟
IF 2.3 4区 工程技术 Q2 INSTRUMENTS & INSTRUMENTATION Pub Date : 2025-02-08 DOI: 10.1007/s10404-025-02788-6
Himanshu Mishra, Ashish Garg

In this paper, we propose a unified framework to describe three key atomic-scale fluid properties-density, viscosity, and slip length-within nanoscale channels. These properties, which deviate significantly from bulk behavior, are expressed using simple power-law models as functions of the nanochannel height. The proposed framework accurately captures experimental and simulation data, providing a more flexible and interpretable alternative to existing complex or disparate models. The key advantage of our model lies in its mathematical properties. Continuity and a continuous derivative ensure seamless implementation into numerical simulations and theoretical predictions, leading to more understandable, stable, and accurate results. Additionally, the model adheres to physical principles, predicting convergence to bulk properties as channel size increases. Further, compared to existing exponential models, the unified power-law modeling approach offers several advantages. It provides flexibility by capturing nonlinear relationships and diverse data curvatures, interpretability through physically meaningful parameters, and adaptability for integration with other functions to model complex phenomena. Its simplicity facilitates easy parameter estimation, model interpretation, and computational efficiency. Moreover, its robustness makes it less sensitive to outliers and noise while maintaining fewer parameters that directly correspond to underlying physics and scaling laws. Hence, the proposed model’s simplicity, smoothness, physical validity, and generality establish it as a significant heuristic tool for the efficient design and optimization of nanoscale devices, utilizing theory and simulations across a wide range of applications.

在本文中,我们提出了一个统一的框架来描述纳米尺度通道内的三个关键原子尺度流体特性-密度,粘度和滑移长度。这些明显偏离体行为的特性可以用简单的幂律模型表示为纳米通道高度的函数。所提出的框架准确地捕获实验和模拟数据,为现有的复杂或不同的模型提供更灵活和可解释的替代方案。我们的模型的主要优点在于它的数学性质。连续性和连续导数确保无缝实施到数值模拟和理论预测,导致更容易理解,稳定和准确的结果。此外,该模型遵循物理原理,随着通道大小的增加,预测收敛到大块属性。此外,与现有的指数模型相比,统一的幂律建模方法具有许多优点。它通过捕获非线性关系和不同的数据曲率提供灵活性,通过物理上有意义的参数提供可解释性,以及与其他函数集成以模拟复杂现象的适应性。它的简单性便于参数估计、模型解释和计算效率。此外,它的鲁棒性使其对异常值和噪声不太敏感,同时保持更少的直接对应于底层物理和标度定律的参数。因此,该模型的简单性、平滑性、物理有效性和通用性使其成为有效设计和优化纳米级器件的重要启发式工具,在广泛的应用中利用理论和模拟。
{"title":"Heuristic modeling of material properties in Nano/Angstrom-scale channels: integrating experimental observations and MD simulations","authors":"Himanshu Mishra,&nbsp;Ashish Garg","doi":"10.1007/s10404-025-02788-6","DOIUrl":"10.1007/s10404-025-02788-6","url":null,"abstract":"<div><p>In this paper, we propose a unified framework to describe three key atomic-scale fluid properties-density, viscosity, and slip length-within nanoscale channels. These properties, which deviate significantly from bulk behavior, are expressed using simple power-law models as functions of the nanochannel height. The proposed framework accurately captures experimental and simulation data, providing a more flexible and interpretable alternative to existing complex or disparate models. The key advantage of our model lies in its mathematical properties. Continuity and a continuous derivative ensure seamless implementation into numerical simulations and theoretical predictions, leading to more understandable, stable, and accurate results. Additionally, the model adheres to physical principles, predicting convergence to bulk properties as channel size increases. Further, compared to existing exponential models, the unified power-law modeling approach offers several advantages. It provides flexibility by capturing nonlinear relationships and diverse data curvatures, interpretability through physically meaningful parameters, and adaptability for integration with other functions to model complex phenomena. Its simplicity facilitates easy parameter estimation, model interpretation, and computational efficiency. Moreover, its robustness makes it less sensitive to outliers and noise while maintaining fewer parameters that directly correspond to underlying physics and scaling laws. Hence, the proposed model’s simplicity, smoothness, physical validity, and generality establish it as a significant heuristic tool for the efficient design and optimization of nanoscale devices, utilizing theory and simulations across a wide range of applications.</p></div>","PeriodicalId":706,"journal":{"name":"Microfluidics and Nanofluidics","volume":"29 3","pages":""},"PeriodicalIF":2.3,"publicationDate":"2025-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143370043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Microfluidics and Nanofluidics
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