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Scaling up microdroplet production with post-array devices. 用后阵列设备扩大微滴生产。
IF 2.6 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-28 eCollection Date: 2025-05-01 DOI: 10.1063/5.0270507
Shuzo Masui, Yusuke Kanno, Takasi Nisisako

Microfluidic systems capable of generating uniform droplets are gaining attention in food, cosmetics, biochemical, and materials applications. While conventional shear- or interfacial tension-driven nozzle devices can generate highly monodisperse droplets (CV < 5%), their scalability is limited by complex flow designs and clogging. Post-array devices have recently emerged as a high-throughput alternative, producing quasi-monodisperse droplets (CV > 12%) by sequentially breaking larger droplets using micro-post structures. These devices offer shear-dependent tunability of droplet sizes, greater resistance to clogging, and scalability. Notably, droplet size is strongly influenced by the dispersed phase fraction, enabling potential decoupling of droplet size and dispersed phase fraction. This study reviews the principles and performance of post-array devices, compares them with other droplet generation methods, and examines their similarities to droplet splitting in T-junctions and premix membrane emulsification. Challenges such as improving droplet uniformity and miniaturization are also discussed to highlight the potential of post-array systems for practical emulsification applications.

能够产生均匀液滴的微流体系统在食品,化妆品,生化和材料应用中越来越受到关注。而传统的剪切或界面张力驱动喷嘴装置可以通过使用微柱结构依次破碎较大的液滴来产生高度单分散的液滴(CV为12%)。这些设备提供剪切相关的液滴大小可调性,更大的抗堵塞性和可扩展性。值得注意的是,液滴尺寸受到分散相分数的强烈影响,使得液滴尺寸和分散相分数可能解耦。本研究综述了后阵列装置的原理和性能,将其与其他液滴生成方法进行了比较,并考察了它们与t结液滴分裂和预混膜乳化的相似性。还讨论了改善液滴均匀性和小型化等挑战,以突出后阵列系统在实际乳化应用中的潜力。
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引用次数: 0
A tracking algorithm for finite-size particles. 有限大小粒子的跟踪算法。
IF 2.4 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-14 eCollection Date: 2025-05-01 DOI: 10.1063/5.0271539
Aryan Mehboudi, Shrawan Singhal, S V Sreenivasan

Particle-wall interaction is important in various applications such as cell sorting, particle separation, the entire class of hydrodynamic filtration and its derivatives, etc. Yet, accurate implementation of interactions between the wall and finite-size particles is not trivial when working with the currently available particle tracking algorithms/packages as they typically work with point-wise particles. Herein, we report a particle tracking algorithm that takes into account interactions between particles of finite size and nearby solid objects. A particle is modeled as a set of circumferential points. While fluid-particle interactions are captured during the track of particle center, interactions between particles and nearby solid objects are modeled explicitly by examining circumferential points and applying a reflection scheme as needed to ensure impenetrability of solid objects. We also report a modified variant of auxiliary structured grid method to locate hosting cells, which in conjunction with a boundary condition scheme enables the capture of interactions between particles and solid objects. As a proof-of-concept, we numerically and experimentally study the particles' motion within a deterministic lateral displacement microfluidic device. The results successfully demonstrate the zigzag and bump modes observed in our experiments. We also study a microfluidic device with pinched flow numerically and validate our results against experimental data from the literature. By demonstrating an almost 8 × speedup on a system with eight performance threads, our investigations suggest that the algorithm can benefit from parallel processing on multi-thread systems. We believe that the proposed framework can pave the way for designing related microfluidic chips precisely and conveniently.

颗粒-壁相互作用在细胞分选、颗粒分离、整个流体动力过滤及其衍生物等各种应用中都很重要。然而,当使用当前可用的粒子跟踪算法/包时,准确实现壁面和有限大小的粒子之间的相互作用并不是微不足道的,因为它们通常用于点方向的粒子。在此,我们报告了一种粒子跟踪算法,该算法考虑了有限大小的粒子与附近固体物体之间的相互作用。一个粒子被建模为一组圆周点。在粒子中心轨迹过程中捕获流体-粒子相互作用,通过检查周向点并根据需要应用反射方案来明确模拟粒子与附近固体物体之间的相互作用,以确保固体物体的不可穿透性。我们还报告了一种改进的辅助结构化网格方法来定位宿主细胞,该方法与边界条件方案相结合,可以捕获粒子和固体物体之间的相互作用。作为概念验证,我们通过数值和实验研究了确定性横向位移微流控装置内粒子的运动。结果成功地验证了我们实验中观察到的锯齿和凹凸模式。我们还研究了一种具有挤压流的微流体装置,并通过文献中的实验数据验证了我们的结果。通过在具有8个性能线程的系统上演示几乎8倍的加速,我们的研究表明该算法可以从多线程系统上的并行处理中获益。我们相信所提出的框架可以为精确、方便地设计相关的微流控芯片铺平道路。
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引用次数: 0
Recent advances in microscale techniques for red blood cells manipulation. 微尺度红细胞操作技术的最新进展。
IF 2.4 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-13 eCollection Date: 2025-05-01 DOI: 10.1063/5.0267049
Huihui Xu, Huijing Zhang, Tiechuan Li, Xuexin Duan

Manipulation of red blood cells (RBCs) in microscale has proven to play a pivotal role in various applications, such as disease diagnosis and drug delivery. Over the past decades, the capabilities of microscale manipulation techniques have evolved from simple particle manipulation to cells and organisms, with numerous microfluidic-based research tools being developed for RBC manipulation. This review first introduces the reported microscale manipulation techniques and their principles, including passive microfluidic methods based on microstructures and hydrodynamics, as well as active methods such as acoustic, optical, and electrical techniques. It then focuses on the application scenarios of these micro-scale manipulation methods for RBC manipulation, including the investigation of RBC mechanical properties, the preparation of RBC carriers, the control of RBC rotation, and RBC lysis. Finally, the future prospects of microscale techniques in RBC manipulation are discussed. This review offers a comprehensive comparison of various techniques, aiming to provide researchers from different fields with a broad perspective and to guide the continued development of microscale manipulation methods for RBC applications. It seeks to help researchers from diverse backgrounds stay informed about the latest trends and advancements in the field.

在微尺度上操作红细胞(rbc)已被证明在各种应用中发挥着关键作用,如疾病诊断和药物输送。在过去的几十年里,微尺度操作技术的能力已经从简单的颗粒操作发展到细胞和生物体,许多基于微流体的研究工具正在开发用于RBC操作。本文首先介绍了目前报道的微尺度操纵技术及其原理,包括基于微结构和流体力学的被动微流控技术,以及声学、光学和电学等主动微流控技术。然后重点介绍了这些微尺度操作方法在红细胞操作中的应用场景,包括红细胞力学性质的研究、红细胞载体的制备、红细胞旋转的控制和红细胞溶解。最后,对微尺度技术在红细胞处理中的应用前景进行了展望。本文综述了各种技术的综合比较,旨在为不同领域的研究人员提供广阔的视角,并指导红细胞微尺度操作方法的持续发展。它旨在帮助来自不同背景的研究人员了解该领域的最新趋势和进展。
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引用次数: 0
Investigation of pressure balance in proximity of sidewalls in deterministic lateral displacement. 确定性侧向位移中侧壁附近压力平衡的研究。
IF 2.4 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-13 eCollection Date: 2025-05-01 DOI: 10.1063/5.0272397
Aryan Mehboudi, Shrawan Singhal, S V Sreenivasan

Deterministic lateral displacement (DLD) is a popular technique for the size-based separation of particles. A key challenge in the design of DLD chips is to eliminate the fluid flow disturbance caused by channel sidewalls intersecting with pillar matrix. While there are numerous reports attempting to mitigate this issue by adjusting the gaps between pillars on the sidewalls and the closest ones residing on the bulk grid of DLD, there are only a few works that also configure the axial gap of pillars adjacent to the accumulation sidewall. Herein, we study various designs numerically to investigate the effects of geometrical configurations of sidewalls on the critical diameter and first stream flux fraction variations across the channel. Our results show that regardless of the model used for the boundary gap profile, applying a pressure balance scheme can improve the separation performance by reducing the critical diameter variations. In particular, we found that for a given boundary gap distribution, there can be two desired parameter sets with relatively low critical diameter variations. One is related to sufficiently low lateral resistance of interface unit cells next to the accumulation sidewall, while the other one emerges by reducing the axial resistance of the interface unit cells to an appropriate extent. This work should pave the way for designing DLD systems with improved performance, which can be critically important for applications such as the separation of rare cells, among others, wherein target species need to be concentrated into as narrow a stream as possible downstream of the device to enhance purity and the recovery rate simultaneously.

确定性横向位移(DLD)是一种基于粒径的颗粒分离技术。DLD芯片设计的一个关键挑战是消除通道侧壁与柱阵相交所造成的流体流动干扰。虽然有许多报告试图通过调整侧壁上的柱子与位于DLD大网格上的最近的柱子之间的间隙来缓解这个问题,但只有少数工作还配置了与堆积侧壁相邻的柱子的轴向间隙。在此,我们研究了不同的设计,以研究侧壁的几何构型对临界直径和第一流通量分数的影响。研究结果表明,无论采用何种模型,采用压力平衡方案都可以通过减小临界直径变化来提高分离性能。特别是,我们发现对于给定的边界间隙分布,可以有两个临界直径变化相对较小的理想参数集。一种与靠近堆积侧壁的界面单体胞的侧阻力足够低有关,另一种与界面单体胞的轴向阻力适当降低有关。这项工作应该为设计具有改进性能的DLD系统铺平道路,这对于诸如稀有细胞分离等应用至关重要,其中目标物种需要浓缩到尽可能窄的设备下游流中,以同时提高纯度和回收率。
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引用次数: 0
Opportunities of scalable and electrostatically optimized electrodes for electric field- and current-driven microfluidic applications. 为电场和电流驱动的微流体应用提供可扩展和静电优化电极的机会。
IF 2.6 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-02 eCollection Date: 2025-05-01 DOI: 10.1063/5.0244129
K-S Csizi, A E Frackowiak, R D Lovchik, E Lörtscher

Silicon-based microfluidics enable the creation of highly complex, three-dimensional fluid networks. These comprise scalable channel sizes and monolithically integrated functionalities available from complementary-metal-oxide-semiconductor technology. On this versatile, solid-state platform, advanced manufacturing techniques exist that allow the channel walls to be directly electrified with one or multiple pairs of electrodes along the fluid-carrying channel. The electrodes have ideal electrostatic geometries, yielding homogeneous electric field distributions across the entire cross section of the microfluidic channel. As these are located directly at the channel, only low supply voltages are needed to achieve suitable field strengths. Furthermore, a controlled supply of charge carriers to the microfluidic channel is feasible. These configurations may serve numerous applications, including highly efficient mechanisms to manipulate droplets, cells, and molecular compounds, perform pico-injection or poration, trigger and control chemical reactions, or realize electrochemical and capacitive sensing modalities. In this perspective, we describe the generic design and fabrication of these electrodes and discuss their miniaturization and scaling properties. Furthermore, we forecast novel use cases and discuss challenges in the context of the most interesting applications.

硅基微流体能够创建高度复杂的三维流体网络。这些包括可扩展的通道尺寸和单片集成功能,可从互补金属氧化物半导体技术中获得。在这个多功能的固态平台上,现有的先进制造技术允许通道壁直接通过沿流体输送通道的一对或多对电极通电。电极具有理想的静电几何形状,在微流体通道的整个横截面上产生均匀的电场分布。由于它们直接位于通道上,因此只需要较低的电源电压就可以获得合适的场强。此外,在微流控通道中控制载流子的供应是可行的。这些结构可以用于许多应用,包括高效的机制来操纵液滴、细胞和分子化合物,执行微注射或穿孔,触发和控制化学反应,或实现电化学和电容传感模式。从这个角度来看,我们描述了这些电极的一般设计和制造,并讨论了它们的小型化和缩放特性。此外,我们预测了新的用例,并讨论了最有趣的应用程序环境中的挑战。
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引用次数: 0
Advanced microfluidic systems with temperature modulation for biological applications. 用于生物应用的具有温度调制的先进微流体系统。
IF 2.6 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-01 DOI: 10.1063/5.0251893
J Ko, J Lee

Recent advances in microfluidic technology have shown the importance of precise temperature control in a wide range of biological applications. This perspective review presents a comprehensive overview of state-of-the-art microfluidic platforms that utilize thermal modulation for various applications, such as rapid nucleic acid amplification, targeted hyperthermia for cancer therapy, and efficient cellular lysis. We detail various heating mechanisms-including nanoparticle-driven induction, photothermal conversion, and electrothermal approaches (both external and on-chip)-and discuss how they are integrated within lab-on-a-chip systems. In parallel, advanced multi-modal sensing methods within microfluidics, ranging from conventional integrated sensors to cutting-edge quantum-based techniques using nanodiamond nitrogen-vacancy centers and suspended microchannel resonators, are highlighted. By integrating advanced multi-modal sensing capabilities into these microfluidic platforms, a broader range of applications are enabled, including single-cell analysis, metabolic profiling, and scalable diagnostics. Looking ahead, overcoming challenges in system integration, scalability, and cost-effectiveness will be essential to harnessing their full potential. Future developments in this field are expected to drive the evolution of lab-on-a-chip technologies, ultimately enabling breakthroughs in precision medicine and high-throughput biomedical applications.

微流控技术的最新进展显示了精确温度控制在广泛的生物应用中的重要性。这一观点综述了最先进的微流控平台的全面概述,该平台利用热调节进行各种应用,如快速核酸扩增,靶向热疗癌症治疗和有效的细胞裂解。我们详细介绍了各种加热机制,包括纳米颗粒驱动的感应、光热转换和电热方法(包括外部和芯片上),并讨论了如何将它们集成到芯片上的实验室系统中。与此同时,微流体中的先进多模态传感方法,从传统的集成传感器到使用纳米金刚石氮空位中心和悬浮微通道谐振器的尖端量子技术,都得到了强调。通过将先进的多模态传感功能集成到这些微流控平台中,可以实现更广泛的应用,包括单细胞分析、代谢分析和可扩展诊断。展望未来,克服系统集成、可扩展性和成本效益方面的挑战将是充分利用其潜力的关键。该领域的未来发展有望推动芯片实验室技术的发展,最终实现精准医疗和高通量生物医学应用的突破。
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引用次数: 0
Temperature-dependent microfluidic impedance spectroscopy for non-invasive biofluid characterization. 非侵入性生物流体表征的温度相关微流体阻抗谱。
IF 2.6 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-05-01 DOI: 10.1063/5.0255847
Tom Wade, Sohini Kar-Narayan

Remote health monitoring has the potential to enable individuals to take control of their own health and well-being and to facilitate a transition toward preventative and personalized healthcare. Sweat can be sampled non-invasively and contains a wealth of information about the metabolic state of an individual, making it an excellent candidate for remote health monitoring. An accurate, rapid, and low-cost biofluid characterization technique is required to enable the widespread use of remote health monitoring. We previously introduced microfluidic impedance spectroscopy for the detection of electrolyte concentration in fluids, whereby a novel device architecture, measurement method, and analysis technique were presented for the characterization of cationic species. The purely electrical nature of this measurement technique removes the intermediate steps inherent in common rival technologies such as optical and electrochemical sensing, offering a range of advantages. In this work, we investigate the effect of temperature on microfluidic impedance spectroscopy of ionic species commonly present in biofluids. We find that the impedance spectra and concentration determination are temperature-dependent; remote health monitoring devices must be calibrated appropriately as they are likely to experience temperature fluctuations. Importantly, we demonstrate the ability of the method to measure the concentration of anionic species alongside that of cationic species, enabling the detection of chloride and lactate, which are useful biomarkers for hydration, cystic fibrosis, fatigue, sepsis, and hypoperfusion. We show that the presence of neutral species does not impair accurate determination of ionic concentration, thus, demonstrating the suitability of microfluidic impedance spectroscopy for non-invasive biofluid characterization.

远程健康监测有可能使个人能够控制自己的健康和福祉,并促进向预防性和个性化医疗保健的过渡。可以对汗液进行非侵入性采样,并包含有关个人代谢状态的丰富信息,使其成为远程健康监测的绝佳候选者。为了实现远程健康监测的广泛应用,需要一种准确、快速、低成本的生物流体表征技术。我们之前介绍了用于检测流体中电解质浓度的微流体阻抗谱,由此提出了一种新的设备结构,测量方法和分析技术,用于表征阳离子物种。这种测量技术的纯电学性质消除了光学和电化学传感等常见竞争技术固有的中间步骤,提供了一系列优势。在这项工作中,我们研究了温度对生物流体中常见的离子种类的微流体阻抗谱的影响。我们发现阻抗谱和浓度测定与温度有关;远程健康监测设备必须进行适当校准,因为它们可能会经历温度波动。重要的是,我们证明了该方法能够测量阴离子物种的浓度和阳离子物种的浓度,从而能够检测氯化物和乳酸盐,这是水合作用、囊性纤维化、疲劳、败血症和低灌注的有用生物标志物。我们表明,中性物质的存在不会影响离子浓度的准确测定,因此,证明了微流体阻抗谱用于非侵入性生物流体表征的适用性。
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引用次数: 0
Improved acoustic holograms using simulated annealing. 利用模拟退火技术改进声全息图。
IF 2.6 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-04-15 eCollection Date: 2025-03-01 DOI: 10.1063/5.0258632
Gagana Weerasinghe, Bram Servais, Daniel Heath, Samuel T Martin, David J Collins

Acoustic holography offers the ability to generate designed acoustic fields, enhancing the versatility of acoustic micromanipulation. However, the quality of the generated holograms depends on the nature of the iterative algorithm that is utilized, where the iterative angular spectrum approach (IASA) has been the standard method to date. Here, we introduce a novel approach that categorically improves IASA performance, where we apply the principles of simulated annealing for the generation of high-quality acoustic holograms. We utilize this to realize significant improvements in hologram quality via simulations, fabricated holograms, experimental particle patterning, and high-resolution 2D hydrophone scans. Comparing holograms produced from IASA and/or simulated annealing, we demonstrate that the use of simulated annealing in acoustic holography results in sharper reconstructions and improved hologram outputs across a range of evaluation metrics.

声学全息提供了产生设计声场的能力,增强了声学微操作的多功能性。然而,生成的全息图的质量取决于所使用的迭代算法的性质,其中迭代角谱方法(IASA)已成为迄今为止的标准方法。在这里,我们介绍了一种新的方法,可以明显提高IASA性能,其中我们应用模拟退火的原理来产生高质量的声全息图。我们利用这一点,通过模拟、制造全息图、实验粒子图案和高分辨率二维水听器扫描来实现全息图质量的显著改善。比较IASA和/或模拟退火产生的全息图,我们证明了在声全息术中使用模拟退火可以在一系列评估指标中获得更清晰的重建和改进的全息图输出。
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引用次数: 0
Mechanical interaction between a hydrogel and an embedded cell in biomicrofluidic applications. 生物微流控应用中水凝胶与嵌入细胞之间的机械相互作用。
IF 2.4 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-04-04 eCollection Date: 2025-03-01 DOI: 10.1063/5.0263344
Lei Li, Jiaqi Zhang, Pengtao Yue, James J Feng

Thanks to their softness, biocompatibility, porosity, and ready availability, hydrogels are commonly used in microfluidic assays and organ-on-chip devices as a matrix for cells. They not only provide a supporting scaffold for the differentiating cells and the developing organoids, but also serve as the medium for transmitting oxygen, nutrients, various chemical factors, and mechanical stimuli to the cells. From a bioengineering viewpoint, the transmission of forces from fluid perfusion to the cells through the hydrogel is critical to the proper function and development of the cell colony. In this paper, we develop a poroelastic model to represent the fluid flow through a hydrogel containing a biological cell modeled as a hyperelastic inclusion. In geometries representing shear and normal flows that occur frequently in microfluidic experiments, we use finite-element simulations to examine how the perfusion engenders interstitial flow in the gel and displaces and deforms the embedded cell. The results show that pressure is the most important stress component in moving and deforming the cell, and the model predicts the velocity in the gel and stress transmitted to the cell that is comparable to in vitro and in vivo data. This work provides a computational tool to design the geometry and flow conditions to achieve optimal flow and stress fields inside the hydrogels and around the cell.

由于其柔软,生物相容性,孔隙度和现成的可用性,水凝胶通常用于微流体分析和器官芯片设备作为细胞基质。它们不仅为正在分化的细胞和正在发育的类器官提供支撑支架,而且作为向细胞传递氧气、营养物质、各种化学因子和机械刺激的介质。从生物工程的角度来看,通过水凝胶将流体灌注的力传递给细胞对细胞群的正常功能和发育至关重要。在本文中,我们开发了一个孔隙弹性模型来表示流体流过含有超弹性包裹体的生物细胞的水凝胶。在微流体实验中经常出现的剪切和正常流动的几何图形中,我们使用有限元模拟来研究灌注如何在凝胶中产生间隙流动,并使嵌入细胞移位和变形。结果表明,压力是影响细胞移动和变形的最重要的应力成分,该模型预测凝胶中的速度和传递给细胞的应力与体内和体外数据相当。这项工作提供了一种计算工具来设计几何形状和流动条件,以实现水凝胶内部和细胞周围的最佳流动和应力场。
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引用次数: 0
Design automation for deterministic lateral displacement by leveraging deep Q-network. 利用深度q -网络设计确定性横向位移的自动化。
IF 2.4 4区 工程技术 Q2 BIOCHEMICAL RESEARCH METHODS Pub Date : 2025-03-31 eCollection Date: 2025-03-01 DOI: 10.1063/5.0243605
Yuwei Chen, Yidan Zhang, Junchao Wang

Despite the widespread application of microfluidic chips in research fields, such as cell biology, molecular biology, chemistry, and life sciences, the process of designing new chips for specific applications remains complex and time-consuming, often relying on experts. To accelerate the development of high-performance and high-throughput microfluidic chips, this paper proposes an automated Deterministic Lateral Displacement (DLD) chip design algorithm based on reinforcement learning. The design algorithm proposed in this paper treats the throughput and sorting efficiency of DLD chips as key optimization objectives, achieving multi-objective optimization. The algorithm integrates existing research results from our team, enabling rapid evaluation and scoring of DLD chip design parameters. Using this comprehensive performance evaluation system and deep Q-network technology, our algorithm can balance optimal separation efficiency and high throughput in the automated design process of DLD chips. Additionally, the quick execution capability of this algorithm effectively guides engineers in developing high-performance and high-throughput chips during the design phase.

尽管微流控芯片在细胞生物学、分子生物学、化学和生命科学等研究领域得到了广泛的应用,但为特定应用设计新芯片的过程仍然复杂且耗时,往往依赖于专家。为了加速高性能、高通量微流控芯片的发展,本文提出了一种基于强化学习的自动化确定性横向位移(DLD)芯片设计算法。本文提出的设计算法以DLD芯片的吞吐量和分选效率为关键优化目标,实现了多目标优化。该算法集成了我们团队现有的研究成果,能够快速评估和评分DLD芯片设计参数。利用该综合性能评价体系和深度q -网络技术,我们的算法可以在DLD芯片的自动化设计过程中平衡最佳分离效率和高吞吐量。此外,该算法的快速执行能力有效地指导工程师在设计阶段开发高性能和高吞吐量的芯片。
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引用次数: 0
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Biomicrofluidics
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