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Simulation of Germanium-on-Nothing cavity’s morphological transformation using deep learning 基于深度学习的锗空腔形态变换模拟
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-12-08 DOI: 10.1186/s40486-022-00164-5
Jaewoo Jeong, Taeyeong Kim, Jungchul Lee

Unique self-assembled germanium structures known as Germanium-on-Nothing (GON), which are fabricated via annealing, have buried multiscale cavities with different morphologies. Due to their unique sub-surface morphologies, GON structures are utilized in various applications including optoelectronics, micro-/nanoelectronics, and precision sensors. Each application requires different cavity shapes, and a simulation tool is able to determine the required annealing duration for a given shape. However, a theoretical simulation inevitably requires simplifications which limit its accuracy. Herein, to resolve such dependence on simplification, we introduce a deep learning-based method for simulating the transformation of sub-surface morhpology of GON over annealing. Namely, a deep learning model is trained to predict GON’s morphological transformation from 4 cross-sectional images acquired at different annealing times. Compared to conventional simulation schemes, our proposed deep learning-based simulation method is not only computationally efficient ((sim 10) min) but also physically accurate with its use of empirical data.

通过退火制备的独特的自组装锗结构,称为锗-on- nothing (GON),具有埋藏不同形态的多尺度空腔。由于其独特的亚表面形态,GON结构被用于各种应用,包括光电子学,微/纳米电子学和精密传感器。每个应用需要不同的空腔形状,模拟工具能够确定给定形状所需的退火持续时间。然而,理论模拟不可避免地需要简化,从而限制了其准确性。在此,为了解决这种对简化的依赖,我们引入了一种基于深度学习的方法来模拟退火过程中GON的次表面形态的转变。即,训练一个深度学习模型来预测在不同退火时间下获得的4个横截面图像的GON的形态变换。与传统的模拟方案相比,我们提出的基于深度学习的模拟方法不仅计算效率高((sim 10) min),而且由于使用经验数据而在物理上准确。
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引用次数: 0
Wet anisotropic etching characteristics of Si{111} in NaOH-based solution for silicon bulk micromachining 硅本体微加工用硅{111}在NaOH溶液中的湿各向异性刻蚀特性
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-12-01 DOI: 10.1186/s40486-022-00162-7
S. Purohit, V. Swarnalatha, A. K. Pandey, P. Pal

Silicon bulk micromachining is extensively employed method in microelectromechanical systems (MEMS) for the formation of freestanding (e.g., cantilevers) and fixed (e.g., cavities) microstructures. Wet anisotropic etching is a popular technique to perform silicon micromachining as it is low-cost, scalable, and suitable for large scale batch processing, which are the major factors considered in the industry to reduce the cost of the product. In this work, we report the wet anisotropic etching characteristics of Si{111} in sodium hydroxide (NaOH) without and with addition of hydroxylamine (NH2OH). 10M NaOH and 12% NH2OH are used for this study. The effect of NH2OH is investigated on the etch rate, etched surface roughness and morphology, and the undercutting at mask edges aligned along < 112 > direction. These are the major etching characteristics, which should be studied in a wet anisotropic etchant. A 3D laser scanning microscope is utilized to measure the surface roughness, etch depth, and undercutting length, while the etched surface morphology is examined using a scanning electron microscope (SEM). The incorporation of NH2OH in NaOH significantly enhances the etch rate and the undercutting at the mask edges that do not consist of {111} planes. To fabricate freestanding structure (e.g., microcantilever) on Si{111} wafer, high undercutting at < 112 > mask edges is desirable to reduce the release time. Moreover, the effect of etchant age on the abovementioned etching characteristics are investigated. The etch rate and undercutting reduce significantly with the age of the modified NaOH. The present paper reports very interesting results for the applications in wet bulk micromachining of Si{111}.

硅体微加工被广泛应用于微机电系统(MEMS)中,用于形成独立(如悬臂)和固定(如空腔)的微结构。湿法各向异性刻蚀是硅微加工的一种流行技术,因为它具有低成本、可扩展性和适合大规模批量加工的特点,是降低产品成本的主要因素。在这项工作中,我们报道了Si{111}在氢氧化钠(NaOH)中不含羟胺(NH2OH)和添加羟胺(NH2OH)的湿各向异性刻蚀特性。本研究使用10M NaOH和12% NH2OH。研究了NH2OH对蚀刻速率、蚀刻表面粗糙度和形貌的影响,以及沿“< 112 >”方向排列的掩膜边缘的下切。这些是主要的蚀刻特性,应该在湿型各向异性蚀刻剂中进行研究。利用三维激光扫描显微镜测量表面粗糙度、蚀刻深度和下切长度,同时使用扫描电子显微镜(SEM)检查蚀刻表面的形貌。NaOH中NH2OH的掺入显著提高了不由{111}面组成的掩膜边缘的蚀刻速率和凹切。为了在硅{111}晶圆上制造独立结构(如微悬臂),需要在硅{111}晶圆的掩模边缘处进行高切槽,以减少释放时间。此外,还研究了蚀刻剂年龄对上述蚀刻特性的影响。随着改性NaOH的龄期延长,腐蚀速率和下切率显著降低。本文报道了在硅{111}湿体微加工中应用的非常有趣的结果。
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引用次数: 0
Effect of channel height on the critical particle diameter in a deterministic lateral device 确定性横向装置中通道高度对临界颗粒直径的影响
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-11-30 DOI: 10.1186/s40486-022-00163-6
Jae Hyun Bae, Alexander Zhbanov, Sung Yang

The separation of biological cells or microorganisms in a liquid based on their size by deterministic lateral displacement is widely used in laboratories. The analytical equation for the critical diameter is derived under the assumption that flow between two posts is better described by flow in a rectangular tube than between parallel plates. The height position of the particle is an additional parameter that affects the critical diameter. Preliminary experiments were carried out on the separation of particles in deep and shallow microchannels. This study shows that the critical diameter is not a constant value for a given design but is different on each plane parallel to the top and bottom of the channel. The theoretical model was used to analyze experimental data on the separation of particles larger than 4.2 µm from particles ranging in size from 2.5 to 7.9 µm.

基于生物细胞或微生物在液体中的大小,通过确定的横向位移分离生物细胞或微生物在实验室中被广泛使用。在假定用矩形管内流动比用平行板间流动更能描述两柱间流动的情况下,导出了临界直径的解析方程。粒子的高度位置是影响临界直径的附加参数。对深、浅微通道中颗粒的分离进行了初步实验。该研究表明,对于给定的设计,临界直径不是一个恒定值,而是在平行于通道顶部和底部的每个平面上是不同的。该理论模型用于分析4.2µm以上颗粒与2.5 ~ 7.9µm颗粒的分离实验数据。
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引用次数: 1
Design and simulation of a neural interface based on a microfluidic flexible interconnection cable for chemical delivery 基于微流体柔性互连电缆的神经接口设计与仿真
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-11-19 DOI: 10.1186/s40486-022-00161-8
Yoo Na Kang, Jun-Uk Chu, Kang-Ho Lee, Yongkoo Lee, Sohee Kim

Neural interfaces are fundamental tools for transmitting information from the nervous system. Research on the immune response of an invasive neural interface is a field that requires continuous effort. Various efforts have been made to overcome or minimize limitations through modifying the designs and materials of neural interfaces, modifying surface characteristics, and adding functions to them. In this study, we demonstrate microfluidic channels with crater-shaped structures fabricated using parylene-C membranes for fluid delivery from the perspective of theory, design, and simulation. The simulation results indicated that the fluid flow depended on the size of the outlet and the alignment of microstructures inside the fluidic channel. All the results can be used to support the design of microfluidic channels made by membranes for drug delivery.

神经接口是神经系统传递信息的基本工具。侵入性神经界面的免疫反应研究是一个需要持续努力的领域。通过修改神经接口的设计和材料,修改表面特征,并为其添加功能,已经做出了各种努力来克服或最小化限制。在本研究中,我们从理论、设计和模拟的角度展示了用聚苯乙烯- c膜制造的具有坑状结构的微流体通道用于流体输送。仿真结果表明,流体的流动取决于出口的大小和流体通道内微结构的排列。研究结果可为膜微流控通道的设计提供理论依据。
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引用次数: 0
Influence of multiple stenoses on thrombosis formation: an in vitro study 多种狭窄对血栓形成的影响:一项体外研究
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-11-19 DOI: 10.1186/s40486-022-00159-2
Helem B. Flores Marcial, Jiseob Choi, Donghwi Ham, Junghyun Kim, Pyeongho Jeong, Jinho Choi, Woo-Tae Park

Multiple lesions in the same vessel is one of the most common situations found in patients suffering from cardiovascular diseases, this complicates not only the assessment of the severity of each one but also their treatment. To date, the effect of multiple stenoses on different parameters has been simulated by numerical studies. Few others have implemented in vitro platforms for their investigation. However, visualization of thrombosis formation in this kind of lesion is still needed. This in vitro study monitors the formation of thrombus inside microchannels having one, two, and three stenoses. Whole blood was perfused through each channel at high shear rates (> 12,000 s−1), generating thrombosis. Flow changes across each lesion as well as the final percentage of aggregations were monitored. Thus, the location where total occlusion could be produced was found to be the first stenosis for all the cases. Less flow reaching the second and third stenoses was observed which demonstrates that aggregations were growing at the first one. This was verified by measuring the percentage of aggregations at the end of the test.

同一血管内多发病变是心血管疾病患者最常见的情况之一,这不仅使每个病变严重程度的评估复杂化,而且使其治疗复杂化。到目前为止,已经通过数值研究模拟了不同参数对多个狭窄的影响。很少有人为他们的研究实施了体外平台。然而,在这种病变中,血栓形成的可视化仍然是必要的。这项体外研究监测具有一个、两个和三个狭窄的微通道内血栓的形成。全血以高剪切速率(> 12,000 s−1)通过各通道灌注,形成血栓。监测每个病变的流量变化以及最终聚集的百分比。因此,在所有病例中,可以产生完全闭塞的位置都是第一狭窄。观察到到达第二和第三狭窄的流量较少,这表明在第一个狭窄处聚集物正在生长。这是通过在测试结束时测量聚合的百分比来验证的。
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引用次数: 2
Highly stretchable strain sensors with improved sensitivity enabled by a hybrid of carbon nanotube and graphene 由碳纳米管和石墨烯混合而成的具有提高灵敏度的高拉伸应变传感器
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-11-12 DOI: 10.1186/s40486-022-00160-9
Leilei Wang, Jungwook Choi

The development of high-performance strain sensors has attracted significant attention in the field of smart wearable devices. However, stretchable strain sensors usually suffer from a trade-off between sensitivity and sensing range. In this study, we investigate a highly sensitive and stretchable piezoresistive strain sensor composed of a hybrid film of 1D multi-walled carbon nanotube (MWCNT) and 2D graphene that forms a percolation network on Ecoflex substrate by spray coating. The mass of spray-coated MWCNT and graphene and their mass ratio are modulated to overcome the trade-off between strain sensitivity and sensing range. We experimentally found that a stable percolation network is formed by 0.18 mg of MWCNTs (coating area of 200 mm2), with a maximum gauge factor (GF) of 1,935.6 and stretchability of 814.2%. By incorporating the 0.36 mg of graphene into the MWCNT film (i.e., a mass ratio of 1:2 between MWCNT and graphene), the GF is further improved to 12,144.7 in a strain range of 650–700%. This high GF is caused by the easy separation of the graphene network under the applied strain due to its two-dimensional (2D) shape. High stretchability originates from the high aspect ratio of MWCNTs that bridges the randomly distributed graphenes, maintaining a conductive network even under sizeable tensile strain. Furthermore, a small difference in work function between MWCNT and graphene and their stable percolation network enables sensitive UV light detection even under a significant strain of 300% that cannot be achieved by sensors composed of MWCNT- or graphene-only. The hybrids of MWCNT and graphene provide an opportunity to achieve high-performance stretchable devices.

高性能应变传感器的发展在智能可穿戴设备领域备受关注。然而,可拉伸应变传感器通常在灵敏度和传感范围之间进行权衡。在这项研究中,我们研究了一种高灵敏度和可拉伸的压阻应变传感器,该传感器由1D多壁碳纳米管(MWCNT)和2D石墨烯混合膜组成,通过喷涂在Ecoflex基材上形成渗透网络。通过调制喷涂MWCNT和石墨烯的质量及其质量比,克服了应变灵敏度和传感范围之间的权衡。实验发现,0.18 mg MWCNTs(涂层面积为200 mm2)可形成稳定的渗透网络,其最大规范因子(GF)为1,935.6,拉伸性为814.2%。在MWCNT薄膜中加入0.36 mg石墨烯(即MWCNT与石墨烯的质量比为1:2),在650-700%的应变范围内,GF进一步提高到12144.7。这种高GF是由于石墨烯网络由于其二维(2D)形状而在施加应变下容易分离造成的。高拉伸性源于MWCNTs的高纵横比,它桥接随机分布的石墨烯,即使在较大的拉伸应变下也能保持导电网络。此外,MWCNT和石墨烯之间的功函数及其稳定的渗透网络之间的微小差异使得即使在300%的显著应变下也能实现敏感的紫外线检测,这是仅由MWCNT或石墨烯组成的传感器无法实现的。MWCNT和石墨烯的混合为实现高性能可拉伸器件提供了机会。
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引用次数: 3
In-vivo recording of sensory signals from peripheral nerves using flexible 3D neural electrodes 利用柔性三维神经电极在体内记录周围神经的感觉信号
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-11-02 DOI: 10.1186/s40486-022-00158-3
Byungwook Park, Jae-Won Jang, Sohee Kim

To overcome the limitations of muscle-based prostheses, studies on nerve-based prostheses for sensory feedback have recently been reported. To develop such prostheses, intrafascicular electrodes, a type of peripheral nerve interface, are essentially used to connect the nervous system and external systems. Through these electrodes, sensory feedback to induce sensations in patients is possible. To evoke natural sensations, precise recordings of nerve signals should precede sensory feedback, in order to identify patterns of sensory signals in the nerve and to mimic these patterns in stimulating the nerve. For this purpose, we previously developed a PDMS-based flexible penetrating microelectrode array (FPMA). In the current study, we verified the ability of the FPMA to record sensory nerve signals. The FPMA implanted in the rabbit sciatic nerve was able to record spontaneous neural signals, and the recorded signals were separated into action potential units. In addition, sensory nerve signals synchronized with ankle movement were successfully recorded, demonstrating that the FPMA is a useful peripheral neural interface capable of recording high-resolution sensory signals.

为了克服肌肉义肢的局限性,近年来出现了神经义肢用于感觉反馈的研究。为了开发这样的假体,束内电极是一种周围神经接口,主要用于连接神经系统和外部系统。通过这些电极,诱导患者感觉的感觉反馈成为可能。为了唤起自然感觉,神经信号的精确记录应该先于感觉反馈,以便识别神经中感觉信号的模式,并在刺激神经时模仿这些模式。为此,我们之前开发了一种基于pdms的柔性穿透微电极阵列(FPMA)。在目前的研究中,我们验证了FPMA记录感觉神经信号的能力。植入兔坐骨神经的FPMA能够记录自发神经信号,并将记录的信号分离成动作电位单元。此外,还成功记录了与踝关节运动同步的感觉神经信号,表明FPMA是一种有用的外周神经接口,能够记录高分辨率的感觉信号。
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引用次数: 0
A 3D-printed pneumatic dispenser with monitoring droplet ejection 具有液滴喷射监测功能的3D打印气动分配器
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-10-31 DOI: 10.1186/s40486-022-00157-4
Dong Kwan Kang, Jeong Woo Park, Sangmin Lee

In this study, a pneumatic dispenser driven by a flexible membrane with a capacitive-type sensor using an SLA-type 3D printer was fabricated. It was confirmed that a single droplet in the range of approximately 400–450 nL could be ejected from the current processed 200-μm-diameter nozzle. The deformation varied according to the magnitude and time of the positive pressure applied to the membrane sensor. In addition, the signals of the normal dispensing and abnormal states, in which the solution was not ejected when the inlet pressure was removed, were measured and compared. The base capacitance-to-digital converter (CDC) value decreased when the inlet pressure was removed. Thus, it was able to confirm the feasibility of monitoring the normal and abnormal ejection status of the pneumatic dispenser.

在本研究中,利用sla型3D打印机制造了一种由柔性膜驱动的电容式传感器气动点胶器。结果表明,在当前加工的直径为200 μm的喷嘴中,可以喷射出400 ~ 450 nL的单液滴。变形根据施加在膜传感器上的正压力的大小和时间而变化。此外,测量并比较了正常点胶状态和移开入口压力时溶液不喷射的异常状态的信号。当进口压力降低时,基极电容-数字转换器(CDC)值降低。从而证实了对气动点胶机正常和异常弹射状态进行监测的可行性。
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引用次数: 0
Methods to analyze extracellular vesicles at single particle level 方法在单颗粒水平上分析细胞外囊泡
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-10-28 DOI: 10.1186/s40486-022-00156-5
Yongmin Kwon, Jaesung Park

Extracellular vesicles (EVs) are nano-sized vesicles derived from cells that transport biomaterials between cells through biofluids. Due to their biological role and components, they are considered as potential drug carriers and for diagnostic applications. Today's advanced nanotechnology enables single-particle-level analysis that was difficult in the past due to its small size below the diffraction limit. Single EV analysis reveals the heterogeneity of EVs, which could not be discovered by various ensemble analysis methods. Understanding the characteristics of single EVs enables more advanced pathological and biological researches. This review focuses on the advanced techniques employed for EV analysis at the single particle level and describes the principles of each technique.

细胞外囊泡(EVs)是来源于细胞的纳米级囊泡,通过生物流体在细胞间运输生物材料。由于它们的生物学作用和成分,它们被认为是潜在的药物载体和诊断应用。当今先进的纳米技术使单颗粒级分析成为可能,过去由于其小于衍射极限的小尺寸而难以进行分析。单EV分析揭示了EV的异质性,这是各种集成分析方法无法发现的。了解单个ev的特征有助于更深入的病理和生物学研究。本文重点介绍了单颗粒水平EV分析的先进技术,并介绍了每种技术的原理。
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引用次数: 5
SnO2/rGO nanocomposite for the detection of biomarkers of lung cancer SnO2/rGO纳米复合材料用于肺癌生物标志物的检测
IF 3.6 Q2 NANOSCIENCE & NANOTECHNOLOGY Pub Date : 2022-09-16 DOI: 10.1186/s40486-022-00154-7
Arunkumar Shanmugasundaram, Dong-Weon Lee

Metal oxide-based sensors have been widely used to detection biomarkers in exhaled breath for identification of various diseases such as asthma, diabetes, halitosis, and lung cancer. Herein, we proposed one step hydrothermal method for the preparation of SnO2 nanospheres and reduced graphene oxide incorporated SnO2 nanospheres for the detection of two important biomarkers such as decane and heptane from the exhaled breath of lung cancer patients. The as prepared materials are investigated in detail through various analytical techniques and the findings are consistent with each other. The sensing response of the proposed sensors were systematically investigated to enhance their sensing performance as a function of operating temperatures and gas concentration, and different analyte gases. The sensors showed maximum sensing response toward heptane and decane compared to other interfering gases such as hydrogen, carbon monoxide, acetone, ethanol, and methanol at 125 °C. The proposed sensors exhibit excellent detection range as low as 1 ppm with appreciably fast response and recovery time. Lung cancer patients may be easily screened using the proposed sensor, by detecting decane and heptane in their exhaled breath.

基于金属氧化物的传感器已被广泛用于检测呼出气体中的生物标志物,以识别各种疾病,如哮喘、糖尿病、口臭和肺癌。本文提出了一步水热法制备SnO2纳米微球和还原氧化石墨烯掺入SnO2纳米微球的方法,用于检测肺癌患者呼出气体中的癸烷和庚烷两种重要的生物标志物。通过各种分析技术对制备的材料进行了详细的研究,结果一致。系统地研究了所提出传感器的传感响应,以提高其传感性能作为工作温度和气体浓度的函数,以及不同的分析气体。在125℃时,与氢、一氧化碳、丙酮、乙醇和甲醇等干扰气体相比,传感器对庚烷和癸烷的传感响应最大。所提出的传感器具有出色的检测范围低至1 ppm,具有明显的快速响应和恢复时间。通过检测肺癌患者呼出气体中的癸烷和庚烷,可以很容易地筛选肺癌患者。
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引用次数: 1
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