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Synthesis, characterization and magneto-structural properties of geometrical and compositional modulated nanowires 几何和成分调制纳米线的合成、表征和磁结构特性
Pub Date : 2024-09-11 DOI: 10.1088/2632-959x/ad5220
Ana Isabel Jiménez-Ramírez, Yolanda Álvarez López, Ana Silvia González, Javier García Fernández, Jose Ángel Fernández-Roldán, Víctor Vega Martínez, Miguel Méndez and Víctor M Prida
The unique physicochemical properties of metallic and magnetic nanowires, whether obtained in well-ordered arrays or as single, isolated, and free-standing structures from patterned templates, have been extensively studied for various technological applications. These applications include magnetic data storage, sensing, biolabeling, barcoding, among many others. Novel template-assisted methods for the synthesis of metallic nanowires offer an enhancement over the control of their shape and morphology, compositional uniformity, and interconnectivity, allowing them for being applied as new metamaterials for novel multifunctional applications. Within this critical review, an extensive overview focused on the synthesis and characterization of the particular properties exhibited by multilayered and multisegmented metallic nanowires having specifically controlled geometries and compositional graded designs through employing electrochemical techniques based on sacrificial nanoporous alumina template-assisted methods, is presented. We review recent advancements in designing synthesis protocols for fabricating new metallic nanowires with multifunctional applications. These protocols offer competitive fabrication costs compared to conventional laboratory procedures, potentially expanding their use in various research areas. In this review, we also establish the new challenges and suggest the future perspectives and expectations that will be covered by these new metamaterial-based nanowires.
金属和磁性纳米线具有独特的物理化学特性,无论是有序排列的阵列,还是从图案化模板中获得的单一、孤立和独立的结构,都已在各种技术应用中得到广泛研究。这些应用包括磁性数据存储、传感、生物标记、条形码等。用于合成金属纳米线的新型模板辅助方法增强了对金属纳米线形状和形态、成分均匀性和互连性的控制,使它们能够作为新型超材料应用于新型多功能应用领域。在这篇重要综述中,我们将广泛综述多层和多段金属纳米线的合成和特性,这些纳米线通过采用基于牺牲纳米多孔氧化铝模板辅助方法的电化学技术,具有特别控制的几何形状和成分分级设计。我们回顾了在设计用于制造具有多功能应用的新型金属纳米线的合成方案方面的最新进展。与传统的实验室程序相比,这些方案的制造成本具有竞争力,有可能扩大其在各个研究领域的应用。在这篇综述中,我们还提出了新的挑战,并展望了这些基于超材料的新型纳米线的未来前景和期望。
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引用次数: 0
A comparative study of broadband PbS quantum dots/graphene photodetectors with monolayer and bilayer graphene 带有单层和双层石墨烯的宽带 PbS 量子点/石墨烯光电探测器比较研究
Pub Date : 2024-09-09 DOI: 10.1088/2632-959x/ad6c6a
Austin Olson, Dakeya Chambers, Sarah Gotfredson, Andrew Shultz, Bo Liu, Maogang Gong and Judy Z Wu
Colloidal quantum dots (QDs)/graphene nanohybrids provide a unique platform to design photodetectors of high performance. These photodetectors are quantum sensors due to the strong quantum confinement in QDs for spectral tunability, and in graphene for high charge mobility. Quantitatively, the high carrier mobility of graphene plays a critical role to enable high photoconductive gain and understanding its impact on the photodetector performance is imperative. Herein, we report a comparative study of PbS QDs/graphene nanohybrids with monolayer and bilayer graphene for broadband photodetection ranging from ultraviolet, visible, near-infrared to short-wave infrared spectra (wavelength: 400 nm–1750 nm) to determine if a specific advantage exists for one over the other. This study has revealed that both the monolayer and bilayer graphene grown in chemical vapor deposition can provide a highly efficient charge transfer channel for photo-generated carriers for high broadband photoresponse.
胶体量子点(QDs)/石墨烯纳米混合体为设计高性能光电探测器提供了一个独特的平台。这些光电探测器是量子传感器,因为量子点中的强量子约束具有光谱可调性,而石墨烯中的强量子约束具有高电荷迁移率。从数量上看,石墨烯的高载流子迁移率对实现高光电导增益起着至关重要的作用,因此了解其对光电探测器性能的影响势在必行。在此,我们报告了单层石墨烯和双层石墨烯 PbS QDs/ 石墨烯纳米杂化物在紫外线、可见光、近红外和短波红外光谱(波长:400 nm-1750 nm)等宽带光电探测方面的比较研究,以确定二者是否存在特定的优势。这项研究表明,在化学气相沉积法中生长的单层和双层石墨烯都能为光产生的载流子提供高效的电荷转移通道,从而实现高宽带光响应。
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引用次数: 0
Occurrence of the collective Ziman limit of heat transport in cubic semiconductors Si, Ge, AlAs and AlP: scattering channels and size effects 立方半导体 Si、Ge、AlAs 和 AlP 中出现热传输的集体齐曼极限:散射通道和尺寸效应
Pub Date : 2024-09-02 DOI: 10.1088/2632-959x/ad70cf
Jelena Sjakste, Maxime Markov, Raja Sen, Giorgia Fugallo, Lorenzo Paulatto, Nathalie Vast
In this work, we discuss the possibility of reaching the Ziman conditions for collective heat transport in cubic bulk semiconductors, such as Si, Ge, AlAs and AlP. In natural and enriched silicon and germanium, the collective heat transport limit is impossible to reach due to strong isotopic scattering. However, we show that in hyper-enriched silicon and germanium, as well as in materials with one single stable isotope like AlAs and AlP, at low temperatures, normal scattering plays an important role, making the observation of the collective heat transport possible. We further discuss the effects of sample sizes, and analyse our results for cubic materials by comparing them to bulk bismuth, in which second sound has been detected at cryogenic temperatures. We find that collective heat transport in cubic semiconductors studied in this work is expected to occur at temperatures between 10 and 20 K.
在这项工作中,我们讨论了在立方体半导体(如硅、锗、砷化镓和磷化镓)中达到集体热传输的齐曼条件的可能性。在天然和富集的硅和锗中,由于强烈的同位素散射,不可能达到集合热传输极限。然而,我们的研究表明,在超富集硅和锗中,以及在具有单一稳定同位素的材料(如 AlAs 和 AlP)中,在低温条件下,正常散射发挥了重要作用,使得观测集合热传输成为可能。我们进一步讨论了样品大小的影响,并将立方材料的结果与块状铋进行了比较分析,后者在低温下也能探测到二次声。我们发现,在这项工作中研究的立方半导体中,集体热传输预计会在 10 到 20 K 的温度下发生。
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引用次数: 0
Structure and optical properties of ZnxCd1-xS and Cu:ZnxCd1-xS templated on DNA molecules 以 DNA 分子为模板的 ZnxCd1-xS 和 Cu:ZnxCd1-xS 的结构和光学特性
Pub Date : 2024-08-30 DOI: 10.1088/2632-959x/ad6f32
Andres Aldana, Andrew Houlton, Benjamin R Horrocks
One-dimensional ZnxCd1−xS and Cu: ZnxCd1−xS nanostructures were prepared using DNA as a template to promote growth along the molecular axis. The formation of homogeneously alloyed nanocrystals with cubic zinc blende-type structures was verified using x-ray diffraction and Raman spectroscopy. X-ray photoemission spectra revealed the presence of Cu(I) in the doped Cu: ZnxCd1−xS nanocrystals. The effectiveness of the DNA template to direct the semiconductor growth in one dimension was demonstrated by AFM and TEM. The nanostructures displayed a granular morphology comprising nanoparticles with an average diameter of 14 nm composed of assemblies of smaller crystallites of 2.0 nm in size. Rope-like assemblies with an average diameter of 48 nm and extending in length to several hundred micrometres were obtained by evaporation-induced self-assembly. UV-Vis absorption and emission spectra indicated that the optical bandgaps (2.89–4.00eV) and photoluminescence peaks (608–819 nm) of the DNA-templated nanocrystals could be precisely controlled by modifying the molar ratios of their Zn/Cd precursors. Doping with Cu(I) gave an increase in photoluminescence intensity and a composition-independent red-shift of 0.23 eV. The preparation of DNA-templated ZnxCd1−xS and Cu: ZnxCd1−xS provides a simple, low-temperature route to aqueous dispersions of inorganic materials with controlled optical gap.
一维 ZnxCd1-xS 和 Cu:以 DNA 为模板制备了 ZnxCd1-xS 纳米结构,以促进其沿分子轴生长。利用 X 射线衍射和拉曼光谱验证了具有立方锌混合型结构的均匀合金纳米晶体的形成。X 射线光发射光谱显示,在掺杂的 Cu:ZnxCd1-xS纳米晶体中存在Cu(I)。原子力显微镜(AFM)和电子显微镜(TEM)证明了 DNA 模板引导半导体在一维生长的有效性。纳米结构呈现颗粒状形态,由平均直径为 14 nm 的纳米颗粒组成,这些颗粒由尺寸为 2.0 nm 的较小晶体组装而成。通过蒸发诱导的自组装,获得了平均直径为 48 纳米、长度达数百微米的绳状集合体。紫外可见吸收光谱和发射光谱显示,通过改变 Zn/Cd 前体的摩尔比,可以精确控制 DNA 微型纳米晶体的光带隙(2.89-4.00eV)和光致发光峰(608-819 nm)。掺入 Cu(I)可提高光致发光强度,并产生 0.23 eV 的红移,这与成分无关。制备以 DNA 为模板的 ZnxCd1-xS 和 Cu:ZnxCd1-xS 的制备提供了一种简单的低温路线,可制备出具有可控光隙的无机材料水分散体。
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引用次数: 0
Electrochemical detection of sulfite using gold nanoparticles decorated poly[2-(methacryloyloxy) ethyl] trimethylammonium chloride: kinetic and mechanistic studies 使用装饰聚[2-(甲基丙烯酰氧基)乙基]三甲基氯化铵的金纳米粒子对亚硫酸盐进行电化学检测:动力学和机理研究
Pub Date : 2024-08-28 DOI: 10.1088/2632-959x/ad6f31
Abdul Awal, Md Mithu Mia, Fahima Ferdaus, Md Abdul Kabir Hossain, S M Abu Nayem, Syed Shaheen Shah, M Nasiruzzaman Shaikh, Mohammad Abu Jafar Mazumder, Md Abdul Aziz, A J Saleh Ahammad
Sulfites (SO32−) are widely used in various industries as a preservative in beverages, pharmaceutical products, wines, foods, and cosmetics. As a preservative, it prevents foods from spoiling and is also used as a bleaching agent due to its antioxidant, anti-browning, and antibacterial activity. Despite its widespread use, inhalation of SO32− can lead to health issues such as headaches, nausea, asthma, dizziness, and reduction of red blood cells. Thus, accurate and efficient detection of sulfite is crucial. The deployment of positively charged poly [2-(methacryloyloxy) ethyl] trimethylammonium chloride (PMTC) decorated with gold nanoparticles (AuNPs) offers a novel approach, enhancing sensitivity and specificity in the electrochemical detection of negatively charged sulfite ions (SO32−). A sensor for detecting SO32− was developed using PMTC decorated with AuNPs on a glassy carbon electrode (GCE). Transmission electron microscopy (TEM) was employed to examine the structural morphology of the composite material, and the formation of AuNPs was confirmed through ultraviolet-visible spectroscopy. Zeta potential analysis affirmed the positive charge of the PMTC composite, highlighting its effective coordination with the negatively charged SO32−. The surface conductivity of the modified GCE was studied using electrochemical impedance spectroscopy (EIS) and cyclic voltammetry (CV). Kinetic analyses, focusing on scan rate and pH dependencies, elucidated the SO32− oxidation dynamics and the interaction between the positively charged PMTC and negatively charged SO32−. Quantitative evaluation was performed using the current–time (I-t) technique, achieving a limit of detection of 0.41 ± 0.003 μM (S/N = 3) within a linear range of 6.66 μM to 1020 μM. The modified electrode demonstrated remarkable stability, repeatability, and resistance to common interferents. Real sample analysis using laboratory tap water with a fixed SO32− concentration exhibited excellent recovery. The oxidation of SO32− on the AuNPs-PMTC-GCE proceeded via first-order kinetics and followed a stepwise pathway facilitated by the charge interactions.
亚硫酸盐(SO32-)作为一种防腐剂被广泛应用于饮料、医药产品、葡萄酒、食品和化妆品等多个行业。作为一种防腐剂,亚硫酸盐可以防止食品变质,而且由于其抗氧化、防褐变和抗菌活性,还可用作漂白剂。尽管 SO32- 被广泛使用,但吸入 SO32- 会导致头痛、恶心、哮喘、头晕和红血球减少等健康问题。因此,准确有效地检测亚硫酸盐至关重要。使用带正电荷的聚[2-(甲基丙烯酰氧基)乙基]三甲基氯化铵(PMTC)装饰金纳米粒子(AuNPs)提供了一种新方法,提高了电化学检测带负电荷的亚硫酸根离子(SO32-)的灵敏度和特异性。研究人员在玻璃碳电极(GCE)上使用装饰有 AuNPs 的 PMTC 开发了一种检测 SO32- 的传感器。透射电子显微镜(TEM)检查了复合材料的结构形态,紫外可见光谱证实了 AuNPs 的形成。Zeta 电位分析证实了 PMTC 复合材料带正电荷,突出了它与带负电荷的 SO32- 的有效配位。利用电化学阻抗谱(EIS)和循环伏安法(CV)研究了改性 GCE 的表面电导率。动力学分析侧重于扫描速率和 pH 值相关性,阐明了 SO32- 氧化动力学以及带正电的 PMTC 与带负电的 SO32- 之间的相互作用。使用电流-时间(I-t)技术进行了定量评估,在 6.66 μM 至 1020 μM 的线性范围内,检测限为 0.41 ± 0.003 μM(S/N = 3)。改进后的电极具有出色的稳定性、可重复性和抗常见干扰的能力。使用具有固定 SO32- 浓度的实验室自来水进行的实际样品分析显示出极佳的回收率。SO32- 在 AuNPs-PMTC-GCE 上的氧化作用是通过一阶动力学进行的,并在电荷相互作用的促进下遵循阶梯路径。
{"title":"Electrochemical detection of sulfite using gold nanoparticles decorated poly[2-(methacryloyloxy) ethyl] trimethylammonium chloride: kinetic and mechanistic studies","authors":"Abdul Awal, Md Mithu Mia, Fahima Ferdaus, Md Abdul Kabir Hossain, S M Abu Nayem, Syed Shaheen Shah, M Nasiruzzaman Shaikh, Mohammad Abu Jafar Mazumder, Md Abdul Aziz, A J Saleh Ahammad","doi":"10.1088/2632-959x/ad6f31","DOIUrl":"https://doi.org/10.1088/2632-959x/ad6f31","url":null,"abstract":"Sulfites (SO<sub>3</sub>\u0000<sup>2−</sup>) are widely used in various industries as a preservative in beverages, pharmaceutical products, wines, foods, and cosmetics. As a preservative, it prevents foods from spoiling and is also used as a bleaching agent due to its antioxidant, anti-browning, and antibacterial activity. Despite its widespread use, inhalation of SO<sub>3</sub>\u0000<sup>2−</sup> can lead to health issues such as headaches, nausea, asthma, dizziness, and reduction of red blood cells. Thus, accurate and efficient detection of sulfite is crucial. The deployment of positively charged poly [2-(methacryloyloxy) ethyl] trimethylammonium chloride (PMTC) decorated with gold nanoparticles (AuNPs) offers a novel approach, enhancing sensitivity and specificity in the electrochemical detection of negatively charged sulfite ions (SO<sub>3</sub>\u0000<sup>2−</sup>). A sensor for detecting SO<sub>3</sub>\u0000<sup>2−</sup> was developed using PMTC decorated with AuNPs on a glassy carbon electrode (GCE). Transmission electron microscopy (TEM) was employed to examine the structural morphology of the composite material, and the formation of AuNPs was confirmed through ultraviolet-visible spectroscopy. Zeta potential analysis affirmed the positive charge of the PMTC composite, highlighting its effective coordination with the negatively charged SO<sub>3</sub>\u0000<sup>2−</sup>. The surface conductivity of the modified GCE was studied using electrochemical impedance spectroscopy (EIS) and cyclic voltammetry (CV). Kinetic analyses, focusing on scan rate and pH dependencies, elucidated the SO<sub>3</sub>\u0000<sup>2−</sup> oxidation dynamics and the interaction between the positively charged PMTC and negatively charged SO<sub>3</sub>\u0000<sup>2−</sup>. Quantitative evaluation was performed using the current–time (I-t) technique, achieving a limit of detection of 0.41 ± 0.003 μM (S/N = 3) within a linear range of 6.66 μM to 1020 μM. The modified electrode demonstrated remarkable stability, repeatability, and resistance to common interferents. Real sample analysis using laboratory tap water with a fixed SO<sub>3</sub>\u0000<sup>2−</sup> concentration exhibited excellent recovery. The oxidation of SO<sub>3</sub>\u0000<sup>2−</sup> on the AuNPs-PMTC-GCE proceeded via first-order kinetics and followed a stepwise pathway facilitated by the charge interactions.","PeriodicalId":501827,"journal":{"name":"Nano Express","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lycium ruthenicum stem extract mediated green synthesis of MnO2/Mn3(PO4)2 composite nanowire electrocatalyst for oxygen evolution reaction 枸杞茎提取物介导的氧进化反应 MnO2/Mn3(PO4)2 复合纳米线电催化剂的绿色合成
Pub Date : 2024-08-28 DOI: 10.1088/2632-959x/ad70d0
Raj Kumar, Ritu Raj, Imtiaz Ahmed, Vikash Kumar, Gajendra Prasad Singh, Krishna Kanta Haldar
A composite of manganese oxide (MnO2) and Mn3(PO4)2 decorated nanowires (MnO2/Mn3(PO4)2) was prepared using Lycium ruthenicum stem-extract mediated green synthesis. This composite material functions as an efficient and long-lasting electrocatalyst for water-splitting reactions, which could significantly improve the performance of oxygen evolution reaction (OER). The OER activity of MnO2/Mn3(PO4)2-based nanowires is boosted by blending with a conducting support, such as manganese oxide (MnO2). The x-ray diffraction pattern and Fourier transform infrared data indicate that the nanowires are highly crystalline. The MnO2/Mn3(PO4)2 composite material demonstrates superior stability compared to its individual constituents and generates a current density of 10 mA cm−2 at a low overpotential of 244 mV for OER in alkaline media. This research may lead to the development of MnO2/Mn3(PO4)2 composite materials as electrocatalysts for overall water-splitting reactions.
利用枸杞茎提取物介导的绿色合成法制备了一种氧化锰(MnO2)和 Mn3(PO4)2 装饰纳米线(MnO2/Mn3(PO4)2)的复合材料。这种复合材料是一种高效、长效的分水反应电催化剂,可显著提高氧进化反应(OER)的性能。MnO2/Mn3(PO4)2 纳米线与导电载体(如氧化锰(MnO2))的混合提高了氧进化反应的活性。X 射线衍射图样和傅立叶变换红外数据表明,纳米线具有高度结晶性。与单个成分相比,MnO2/Mn3(PO4)2 复合材料具有更高的稳定性,并能在碱性介质中以 244 mV 的低过电位产生 10 mA cm-2 的电流密度,用于 OER。这项研究可能有助于开发 MnO2/Mn3(PO4)2复合材料,作为整体水分离反应的电催化剂。
{"title":"Lycium ruthenicum stem extract mediated green synthesis of MnO2/Mn3(PO4)2 composite nanowire electrocatalyst for oxygen evolution reaction","authors":"Raj Kumar, Ritu Raj, Imtiaz Ahmed, Vikash Kumar, Gajendra Prasad Singh, Krishna Kanta Haldar","doi":"10.1088/2632-959x/ad70d0","DOIUrl":"https://doi.org/10.1088/2632-959x/ad70d0","url":null,"abstract":"A composite of manganese oxide (MnO<sub>2</sub>) and Mn<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub> decorated nanowires (MnO<sub>2</sub>/Mn<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub>) was prepared using <italic toggle=\"yes\">Lycium ruthenicum</italic> stem-extract mediated green synthesis. This composite material functions as an efficient and long-lasting electrocatalyst for water-splitting reactions, which could significantly improve the performance of oxygen evolution reaction (OER). The OER activity of MnO<sub>2</sub>/Mn<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub>-based nanowires is boosted by blending with a conducting support, such as manganese oxide (MnO<sub>2</sub>). The x-ray diffraction pattern and Fourier transform infrared data indicate that the nanowires are highly crystalline. The MnO<sub>2</sub>/Mn<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub> composite material demonstrates superior stability compared to its individual constituents and generates a current density of 10 mA cm<sup>−2</sup> at a low overpotential of 244 mV for OER in alkaline media. This research may lead to the development of MnO<sub>2</sub>/Mn<sub>3</sub>(PO<sub>4</sub>)<sub>2</sub> composite materials as electrocatalysts for overall water-splitting reactions.","PeriodicalId":501827,"journal":{"name":"Nano Express","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142198874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid deep learning for design of nanophotonic quantum emitter lenses 用于设计纳米光子量子发射器透镜的混合深度学习
Pub Date : 2024-08-23 DOI: 10.1088/2632-959x/ad6e09
Didulani Acharige, Eric Johlin
Inverse design of nanophotonic structures has allowed unprecedented control over light. These design processes however are accompanied with challenges, such as their high sensitivity to initial conditions, computational expense, and complexity in integrating multiple design constraints. Machine learning approaches, however, show complementary strengths, allowing huge sample sets to be generated nearly instantaneously, and with transfer learning, allowing modifications in design parameters to be integrated with limited retraining. Herein we investigate a hybrid deep learning approach, leveraging the accuracy and performance of adjoint-based topology optimization to produce a high-quality training set for a convolutional generative network. We specifically explore this in the context of 3D nanophotonic lenses, used for focusing light between plane-waves and single-point, single-wavelength sources such as quantum emitters. We demonstrate that this combined approach allows higher performance than adjoint optimization alone when additional design constraints are applied; can generate large datasets (which further allows faster iterative training to be performed); and can utilize transfer learning to be retrained on new design parameters with very few new training samples. This process can be used for general nanophotonic design, and is particularly beneficial when a range of design parameters and constraints would need to be applied.
纳米光子结构的逆向设计实现了对光前所未有的控制。然而,这些设计过程也伴随着挑战,例如对初始条件的高度敏感性、计算费用以及整合多个设计约束条件的复杂性。然而,机器学习方法显示出互补的优势,几乎可以瞬间生成庞大的样本集,而且通过迁移学习,只需有限的再训练就能整合设计参数的修改。在这里,我们研究了一种混合深度学习方法,利用基于邻接的拓扑优化的准确性和性能,为卷积生成网络生成高质量的训练集。我们特别以三维纳米光子透镜为背景进行了探索,该透镜用于在平面波和单点、单波长光源(如量子发射器)之间聚焦光线。我们证明,当应用额外的设计约束时,这种组合方法比单独的邻接优化方法性能更高;可以生成大型数据集(这进一步加快了迭代训练的速度);并且可以利用迁移学习对新的设计参数进行再训练,而只需很少的新训练样本。这一过程可用于一般的纳米光子设计,在需要应用一系列设计参数和约束条件时尤其有益。
{"title":"Hybrid deep learning for design of nanophotonic quantum emitter lenses","authors":"Didulani Acharige, Eric Johlin","doi":"10.1088/2632-959x/ad6e09","DOIUrl":"https://doi.org/10.1088/2632-959x/ad6e09","url":null,"abstract":"Inverse design of nanophotonic structures has allowed unprecedented control over light. These design processes however are accompanied with challenges, such as their high sensitivity to initial conditions, computational expense, and complexity in integrating multiple design constraints. Machine learning approaches, however, show complementary strengths, allowing huge sample sets to be generated nearly instantaneously, and with transfer learning, allowing modifications in design parameters to be integrated with limited retraining. Herein we investigate a hybrid deep learning approach, leveraging the accuracy and performance of adjoint-based topology optimization to produce a high-quality training set for a convolutional generative network. We specifically explore this in the context of 3D nanophotonic lenses, used for focusing light between plane-waves and single-point, single-wavelength sources such as quantum emitters. We demonstrate that this combined approach allows higher performance than adjoint optimization alone when additional design constraints are applied; can generate large datasets (which further allows faster iterative training to be performed); and can utilize transfer learning to be retrained on new design parameters with very few new training samples. This process can be used for general nanophotonic design, and is particularly beneficial when a range of design parameters and constraints would need to be applied.","PeriodicalId":501827,"journal":{"name":"Nano Express","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142198875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UV electromagnetic irradiation sensing by GQDs sensitized ZnO/GaN heterostructure for wearable dosimetry 利用 GQDs 敏化 ZnO/GaN 异质结构传感紫外线电磁辐照,用于可穿戴式剂量测定
Pub Date : 2024-08-20 DOI: 10.1088/2632-959x/ad6c68
Lalit Goswami, Pukhraj Prajapat, Pargam Vashishtha, Govind Gupta
Sensing of Ultraviolet (UV) Electromagnetic Irradiations (EIs) for wearable dosimetry is promulgated universally by reserving their place in precise calibration for the controlled exposure of UV-EIs for the betterment of humankind. In other words, the controlled exposure of incident optical power density (OPD) of UV-EIs found advantageous and numerous noble healthcare applications such as beta-endorphin molecule (provide feel-good factor to the brain) level augmentation, adequate vitamin D (physical strength) level formation, in skin treatment like eczema and dermatitis, sensing important biomolecules like Uric Acid (responsible for critical disease related with kidney and heart). Moreover, the controlled exposure of OPDs also significantly impacts UV disinfection technologies, which provide a defensive shield against critical respiratory syndrome coronavirus 2 (SARS-CoV-2), which belongs to the COVID-19 pandemic. Therefore, by understanding the importance of limited exposure to these vital UV-EIs, the present study showcased the GQDs-sensitized ZnO/GaN heterostructured UV sensor utilized to explore the impact of UV-EIs OPDs on their performance. This study helps to develop and utilize the UV sensor-based wearable dosimetry for in-house diagnostics of critical healthcare parameters. This report also divulged an interesting core mechanism (band bending, tunneling through narrowed hole injection under increased negative bias) involved in affecting the performance of the UV-EIs sensor by a function of growing OPDs with the help of a suitable band diagram. The impact of increasing OPDs on fabricated UV-EIs sensors can be well understood by the fact that, by varying the OPDs up to ∼550%, the Gain (G), responsivity (R), external quantum efficiency (EQE) and noise equivalent power (NEP) significantly increases up to (156.7 to 332.4) ∼300%, (118 A W−1 to 3200 A W−1) 2700%, (∼870% to 12 × 103%) 1400% and (1.3 pWHz−1/2 to 50 fWHz−1/2) 10,000% respectively at an applied bias of −6 V. Furthermore, the time-correlated transient photoresponse is also dramatically improved with increasing OPDs, wherein the increment in rise and decay time is estimated as (159 ms to 7.86 ms) ∼2000% and (68.7 ms to 12.4 ms) ∼500%, respectively.
用于可穿戴式剂量测定的紫外线(UV)电磁辐照(EIs)传感技术已被广泛应用于精确校准紫外线(UV)电磁辐照的受控照射,以造福人类。换句话说,紫外线-可见光入射光功率密度(OPD)的可控照射具有众多高尚的医疗保健应用优势,如增加 beta-内啡肽分子(为大脑提供良好感觉的因子)水平、形成充足的维生素 D(体力)水平、治疗湿疹和皮炎等皮肤疾病、感知重要的生物大分子,如尿酸(导致肾脏和心脏相关的严重疾病)。此外,OPDs 的受控暴露也会对紫外线消毒技术产生重大影响,而紫外线消毒技术则是抵御属于 COVID-19 大流行病的严重呼吸综合征冠状病毒 2(SARS-CoV-2)的防御屏障。因此,通过了解有限暴露于这些重要的紫外-可见光的重要性,本研究展示了 GQDs 敏化 ZnO/GaN 异质结构紫外传感器,用于探索紫外-可见光 OPDs 对其性能的影响。这项研究有助于开发和利用基于紫外传感器的可穿戴剂量计,用于关键医疗参数的内部诊断。该报告还揭示了一个有趣的核心机制(带弯曲、在负偏压增加的情况下通过狭窄的空穴注入隧道),该机制在适当带图的帮助下,通过 OPDs 的增长函数影响紫外线-EIs 传感器的性能。增加 OPD 对所制造的紫外-可见光传感器的影响可以通过以下事实很好地理解:当 OPD 变化达 ∼550% 时,增益 (G)、响应率 (R)、外部量子效率 (EQE) 和噪声等效功率 (NEP) 显著增加,最高可达(156.在外加偏压为 -6 V 时,增益(G)、响应率(R)、外部量子效率(EQE)和噪声等效功率(NEP)分别大幅增加到(156.7 至 332.4)∼300%、(118 A W-1 至 3200 A W-1)2700%、(∼870% 至 12 × 103%)1400% 和(1.3 pWHz-1/2 至 50 fWHz-1/2)10,000%。此外,随着 OPD 的增加,与时间相关的瞬态光响应也得到显著改善,上升和衰减时间分别增加了(159 毫秒至 7.86 毫秒)∼2000% 和(68.7 毫秒至 12.4 毫秒)∼500%。
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引用次数: 0
Persistent polarization effects and memory properties in ionic-liquid gated InAs nanowire transistors 离子液体栅极砷化镓纳米线晶体管的持续极化效应和记忆特性
Pub Date : 2024-07-30 DOI: 10.1088/2632-959x/ad6581
Valeria Demontis, Domenic Prete, Enver Faella, Filippo Giubileo, Valentina Zannier, Ofelia Durante, Lucia Sorba, Antonio Di Bartolomeo, Francesco Rossella
Iontronics exploits mobile ions within electrolytes to control the electronic properties of materials and devices' electrical and optical response. In this frame, ionic liquids are widely exploited for the gating of semiconducting nanostructure devices, offering superior performance compared to conventional dielectric gating. In this work, we engineer ionic liquid gated InAs nanowire-based field effect transistors and adopt the set-and-freeze dual gate device operation to probe the nanowires in several ionic gate regimes. We exploit standard back-gating at 150 K, when the ionic liquid is frozen and any crosstalk between the ionic gate and the back gate is ruled out. We demonstrate that the liquid gate polarization has a persistent effect on the nanowire properties. This effect can be conveniently exploited to fine-tune the properties of the nanowires and enable new device functionalities. Specifically, we correlate the modification of the ionic environment around the nanowire to the transistor threshold voltage and hysteresis, on/off ratio and current level retention times. Based on this, we demonstrate memory operations of the nanowire field effect transistors. Our work shines a new light on the interaction between electrolytes and semiconducting nanostructures, providing useful insights for future applications of nanodevice iontronics.
离子电子学利用电解质中的移动离子来控制材料的电子特性以及器件的电气和光学响应。在此框架下,离子液体被广泛用于半导体纳米结构器件的门控,与传统的介电门控相比,离子液体具有更优越的性能。在这项工作中,我们设计了基于离子液体门控的 InAs 纳米线场效应晶体管,并采用设置和冻结双栅极器件操作来探测纳米线在几种离子门控状态下的性能。我们利用 150 K 时的标准背栅,此时离子液体被冻结,离子栅极和背栅之间的串扰被排除。我们证明,液体栅极极化对纳米线特性具有持续影响。利用这种效应可以方便地对纳米线的特性进行微调,从而实现新的器件功能。具体来说,我们将纳米线周围离子环境的改变与晶体管阈值电压和滞后、导通/关断比和电流电平保持时间相关联。在此基础上,我们演示了纳米线场效应晶体管的存储操作。我们的工作为电解质与半导体纳米结构之间的相互作用提供了新的视角,为纳米器件离子电子学的未来应用提供了有益的启示。
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引用次数: 0
Tbx-Zn1-x-BDC MOF films synthesized in-situ by the aero-sol-assisted chemical vapor deposition 利用气溶胶辅助化学气相沉积技术原位合成 Tbx-Zn1-x-BDC MOF 薄膜
Pub Date : 2024-07-27 DOI: 10.1088/2632-959x/ad6835
Julio Cesar Espinoza Tapia, Luis Alberto Becerril Landero, Enrique Barrera Calva, Juan Gabriel Vigueras Ramírez, Leonardo González-Reyes, Ciro Falcony-Guajardo
Tbx-Zn1-x-BDC MOF films were deposited in-situ on glass substrates by the aerosol-assisted chemical vapor deposition technique (AACVD) using an ultrasonic spray pyrolysis system, with x in the range of 0 to 1. Different precursors and solvents were used for the precursor solutions, which were deposited on a substrate using a controlled nebulization system. The obtained films were characterized using techniques, such as X-ray diffraction, Raman spectroscopy, Fourier transform infrared spectroscopy (FTIR) and photoluminescence spectroscopy. The results revealed the evolution of the Zn-BDC and/or Tb-BDC crystalline structures in the films, as well as the changes in the physical properties of the Metal-organic frameworks (MOFs) such as thickness and roughness of the films. Furthermore, these findings provide important information for the design and control of MOF films with specific properties and their potential application in various fields.
利用超声喷雾热解系统,采用气溶胶辅助化学气相沉积技术(AACVD)在玻璃基底上原位沉积了 Tbx-Zn1-x-BDC MOF 薄膜,x 的范围为 0 至 1。前驱体溶液使用了不同的前驱体和溶剂,通过可控雾化系统沉积在基底上。利用 X 射线衍射、拉曼光谱、傅立叶变换红外光谱(FTIR)和光致发光光谱等技术对获得的薄膜进行了表征。研究结果显示了薄膜中 Zn-BDC 和/或 Tb-BDC 晶体结构的演变,以及金属有机框架 (MOF) 物理性质的变化,如薄膜的厚度和粗糙度。此外,这些发现还为设计和控制具有特定性能的 MOF 薄膜及其在各领域的潜在应用提供了重要信息。
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