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A Large Language Model-Powered Literature Review for HighAngle Annular Dark Field Imaging 高角度环形暗场成像的大型语言模型文献综述
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad625c
Wenhao Yuan, Cheng Peng, Qian He
High-angle annular dark field (HAADF) imaging in scanning transmission electron microscopy (STEM) has become an indispensable tool in materials science due to its ability to offer sub-Å resolution and provide chemical information through Z-contrast. This study leverages large language models (LLMs) to conduct a comprehensive bibliometric analysis of a large amount of HAADF-related literature (more than 39,000 papers). By using LLMs, specifically ChatGPT, we were able to extract detailed information on applications, sample preparation methods, instrument used, and study conclusions. The findings highlight the capability of LLMs to provide a new perspective into HAADF imaging, underscoring its increasingly important role in materials science. Moreover, the rich information extracted from these publications can be harnessed to develop AI models that enhance the automation and intelligence of electron microscopes.
扫描透射电子显微镜(STEM)中的高角度环形暗场(HAADF)成像能够提供亚埃级分辨率,并通过 Z 对比提供化学信息,因此已成为材料科学领域不可或缺的工具。本研究利用大型语言模型(LLM)对大量 HAADF 相关文献(超过 39,000 篇论文)进行了全面的文献计量分析。通过使用 LLMs,特别是 ChatGPT,我们能够提取有关应用、样本制备方法、所用仪器和研究结论的详细信息。研究结果凸显了 LLMs 为 HAADF 成像提供新视角的能力,强调了其在材料科学中日益重要的作用。此外,从这些出版物中提取的丰富信息可用于开发人工智能模型,从而提高电子显微镜的自动化和智能化水平。
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引用次数: 0
Membrane tension evolution and mechanical regulation of melittin-induced membrane poration 膜张力演化和美利汀诱导膜孔化的机械调控
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6254
Wanting Zhang, Rong Xu, Wendong Ma, Zhao Lin, Kai Yang, Bing Yuan
Membrane tension plays a crucial role in various fundamental cellular processes, with one notable example being the T cell-mediated elimination of tumor cells through perforin-induced membrane perforation by amplifying cellular force. However, the mechanisms governing the regulation of biomolecular activities at the cell interface by membrane tension remain elusive. In this study, we investigated the correlation between membrane tension and poration activity of melittin, a prototypical pore-forming peptide, using dynamic giant unilamellar vesicle leakage assays combined with flickering tension analysis, molecular dynamics simulations, and live cell assays. The results demonstrate that an increase in membrane tension enhances the activity of melittin, particularly near its critical pore-forming concentration. Moreover, peptide actions such as binding, insertion, and aggregation in the membrane further influence the evolution of membrane tension. Live cell experiments reveal that artificially enhancing membrane tension effectively enhances melittin's ability to induce pore formation and disrupt membranes, resulting in up to a ten-fold increase in A549 cell mortality when exposed to a concentration of 2.0 μg mL-1 melittin. Our findings elucidate the relationship between membrane tension and the mechanism of action as well as pore-forming efficiency of melittin, while providing a practical mechanical approach for regulating functional activity of molecules at the cell-membrane interface.
膜张力在各种基本细胞过程中发挥着至关重要的作用,其中一个显著的例子是 T 细胞通过穿孔素诱导的膜穿孔放大细胞力来消除肿瘤细胞。然而,膜张力对细胞界面上生物分子活动的调控机制仍然难以捉摸。在这项研究中,我们利用动态巨型单拉美拉尔囊泡渗漏试验,结合闪烁张力分析、分子动力学模拟和活细胞试验,研究了膜张力与美利汀(一种典型的孔形成肽)的穿孔活性之间的相关性。结果表明,膜张力的增加会增强美利汀的活性,尤其是在其临界孔形成浓度附近。此外,肽在膜中的结合、插入和聚集等作用也会进一步影响膜张力的演变。活细胞实验显示,人为提高膜张力可有效增强美利汀诱导孔形成和破坏膜的能力,当暴露于浓度为 2.0 μg mL-1 的美利汀时,A549 细胞的死亡率最多可增加十倍。我们的研究结果阐明了膜张力与美利汀的作用机制及孔隙形成效率之间的关系,同时为调节细胞-膜界面分子的功能活性提供了一种实用的机械方法。
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引用次数: 0
Electronic structure engineering of transition metal dichalcogenides for boosting hydrogen energy conversion electrocatalysts 促进氢能转换电催化剂的过渡金属二卤化物电子结构工程
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad625b
Bing Hao, Jingjing Guo, Peizhi Liu, Junjie Guo
Electrocatalytic water splitting for hydrogen production is an appealing strategy to reduce carbon emissions and generate renewable fuels. This promising process, however, is limited by its sluggish reaction kinetics and high-cost catalysts. The two- dimensional (2D) transition metal dichalcogenides (TMDCs) have presented great potential as electrocatalytic materials due to their tunable bandgaps, abundant defective active sites, and good chemical stability. Consequently, phase engineering, defect engineering and interface engineering have been adopted to manipulate the electronic structure of TMDCs for boosting their exceptional catalytic performance. Particularly, it is essential to clarify the local structure of catalytically active sites of TMDCs and their structural evolution in catalytic reactions, using atomic resolution electron microscopy and the booming in situ technologies, which is beneficial for exploring the underlying reaction mechanism. In this review, the growth regulation, characterization, particularly atomic configurations of active sites in TMDCs were summarized. The significant role of electron microscopy for the understanding of the growth mechanism, the controlled synthesis and functional optimization of 2D TMDCs are discussed. This review will shed lights on the design and synthesis of novel electrocatalysts with high performance, as well as prompt the application of advanced electron microscopy in the research of materials science.
电催化水裂解制氢是减少碳排放和产生可再生燃料的一种有吸引力的策略。然而,这一前景广阔的工艺却因反应动力学缓慢和催化剂成本高昂而受到限制。二维(2D)过渡金属二钙化物(TMDCs)具有可调带隙、丰富的缺陷活性位点和良好的化学稳定性,因此作为电催化材料具有巨大的潜力。因此,人们采用相工程、缺陷工程和界面工程来操纵 TMDCs 的电子结构,以提高其卓越的催化性能。尤其是利用原子分辨电子显微镜和蓬勃发展的原位技术,阐明 TMDCs 催化活性位点的局部结构及其在催化反应中的结构演化十分必要,这有利于探索其潜在的反应机理。本综述总结了TMDCs的生长调节、表征,特别是活性位点的原子构型。讨论了电子显微镜在理解二维 TMDC 的生长机制、受控合成和功能优化方面的重要作用。这篇综述将为设计和合成新型高性能电催化剂提供启示,并推动先进电子显微镜在材料科学研究中的应用。
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引用次数: 0
Effect of Matrix Thermal Properties on Laser Induced Plasma 基质热特性对激光诱导等离子体的影响
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6251
Yuheng Shan, An Li, Xinyun Zhang, Wen Yi, Ying Zhang, Xiaodong Liu, Ruibin Liu
The matrix thermal properties have an important impact on laser induced plasma, as the thermal effect dominates the interaction between ns-pulsed laser and matter, especially in metals. We used a series of pure metals and aluminum alloys to measure plasma temperature and electron density through laser-induced breakdown spectroscopy, in order to investigate the effect of matrix thermal properties on laser induced plasma. In pure metals, a significant negative linear correlation was observed between the matrix thermal storage coefficient and plasma temperature, while a weak correlation was observed with electron density. The results indicate that metals with low thermal conductivity or specific heat capacity require less laser energy for thermal diffusion or melting and evaporation, resulting in higher ablation rates and higher plasma temperatures. However, considering ionization energy, thermal effects may be a secondary factor affecting electron density. The experiment of aluminum alloy further confirms the influence of thermal conductivity on plasma temperature and its mechanism explanation.
基体热特性对激光诱导等离子体有重要影响,因为热效应主导着ns脉冲激光与物质之间的相互作用,特别是在金属中。我们使用一系列纯金属和铝合金,通过激光诱导击穿光谱测量等离子体温度和电子密度,以研究基体热特性对激光诱导等离子体的影响。在纯金属中,基体蓄热系数与等离子体温度呈明显的负线性相关,而与电子密度的相关性较弱。结果表明,热导率或比热容低的金属需要较少的激光能量进行热扩散或熔化和蒸发,从而导致较高的烧蚀率和较高的等离子体温度。不过,考虑到电离能,热效应可能是影响电子密度的次要因素。铝合金实验进一步证实了热导率对等离子体温度的影响及其机理解释。
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引用次数: 0
Casson Hybrid Nanofluids Flow Over a Riga Plate for the Drug Delivery Applications with Double Diffusion 卡松混合纳米流体在里加板上的流动,用于双重扩散的药物输送应用
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad624e
A. Alnahdi, T. Gul
Casson fluid-mediated hybrid nanofluids are more effective at transferring heat than traditional heat transfer fluids in terms of thermal conductivity. Heat exchangers, cooling systems, and other thermal management systems are ideal for the use of Casson fluid. Controlling medication flow and release with precision is necessary when using Casson fluids in drug delivery systems because of their unique rheological properties. Nanotechnology involves the creation of nanoparticles that are loaded with drugs and distributed in Casson fluid-based carriers for targeted delivery. To create a hybrid nanofluid in this study, both single-walled carbon nanotubes (SWCNTs) and multi-walled carbon nanotubes (MWCNTs) are dispersed in the Casson fluid with Fourier's and Fick's laws assumptions. The Casson fluid is suitable for various engineering and medical applications due to the enhancement of heat transfer and thermal conductivity by carbon nanotubes. Our objective is to understand how SWCNTs and MWCNTs impact the flow field by studying the flow behavior of the Casson hybrid nanofluid when it is stretched against a Riga plate. The DarcyForchheimer model is also used to account for the impact of the porous medium near the stretching plate. Both linear and quadratic drag terms are taken into account in this model to accurately predict the flow behavior of the nanofluid. In addition, the homotopy analysis method (HAM) is utilized to address the model problem. The outcomes are discussed and deliberated based on drug delivery applications. These findings shed valuable light on the flow characteristics of the Casson hybrid nanofluid comprised of SWCNTs and MWCNTs.It is observed that the incorporation of CNTs makes the nanofluid a promising candidate for medical applications due to its improved heat transfer properties.
卡松流体介导的混合纳米流体在热传导方面比传统导热流体更有效。热交换器、冷却系统和其他热管理系统都非常适合使用卡松流体。由于卡松流体具有独特的流变特性,因此在给药系统中使用卡松流体时,必须精确控制药物的流动和释放。纳米技术包括制造纳米颗粒,这些颗粒装载药物并分布在卡松流体载体中,以实现定向给药。在本研究中,为了创建混合纳米流体,单壁碳纳米管(SWCNTs)和多壁碳纳米管(MWCNTs)在傅里叶和菲克定律的假设下被分散在卡松流体中。由于碳纳米管增强了传热和导热性能,卡松流体适用于各种工程和医疗应用。我们的目的是通过研究卡松混合纳米流体对里加板拉伸时的流动行为,了解 SWCNT 和 MWCNT 如何影响流场。达西-福克海默(DarcyForchheimer)模型也用于解释拉伸板附近多孔介质的影响。该模型考虑了线性和二次阻力项,以准确预测纳米流体的流动行为。此外,还采用了同调分析方法(HAM)来解决模型问题。研究结果基于药物输送应用进行了讨论和审议。这些发现对由 SWCNTs 和 MWCNTs 组成的 Casson 混合纳米流体的流动特性提供了宝贵的启示。
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引用次数: 0
Thermodynamics of charged AdS black hole surrounded by quintessence in restricted phase space 受限相空间中被五子包围的带电 AdS 黑洞的热力学
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad624f
Siyu Jian, Siying Long, Juhua Chen, Yong-jiu Wang
In this paper, we study the thermodynamics of charged AdS black hole surrounded by quintessence in a new formalism which is called the restricted phase space thermodynamics(RPST). This context is based on the Visser's holographic thermodynamics with a fixed Anti-de Sitter radius and a variable Newton constant. The conjugate variables central charge $C$ and the chemical potential $mu$ are introduced as a new pair of thermodynamic variables. We have found that the iso-e-charge $T-S$ curve becomes non-monotonic when $hat{Q}<hat{Q}_{c}$. And correspondingly, the $F-T$ curve exhibits a swallow tail structure. This behavior is considered as a Van der Waals-like phase transition. As the value of $hat{b}$ related to the energy density of Kiselev's fluid gets larger, the critical temperature $T_c$ will decrease. So the Van der Waals-like phase transition will occure at lower temperature. There is always a non-quilibrium transition from a small unstable black hole to a large stable black hole state in the isocoltage $T-S$ process. And there contains a maximuma and a Hawking-Page phase transition point in the $mu-C$ plane. As the value of $hat{b}$ related to Kiselev's fluid gets larger, the Hawking-Page phase transition will occur at the lower temperature in the isovoltage $mu-T$ process. For the other values of the state parameter $omega$, there also exists Van der Waals-like phase transition.
在本文中,我们用一种被称为受限相空间热力学(RPST)的新形式主义研究了被五元体包围的带电 AdS 黑洞的热力学。它基于维塞尔全息热力学,具有固定的反德西特半径和可变的牛顿常数。共轭变量中心电荷$C$和化学势$mu$作为一对新的热力学变量被引入。我们发现,当 $hat{Q}<hat{Q}_{c}$ 时,等电荷 $T-S$ 曲线变得非单调。相应地,$F-T$曲线呈现出燕尾结构。这种行为被认为是范德华相变。当与基谢廖夫流体能量密度相关的 $hat{b}$ 值越大,临界温度 $T_c$ 就会越低。因此范德华相变将在较低温度下发生。在等色带 $T-S$ 过程中,总是存在从小的不稳定黑洞向大的稳定黑洞状态的非平衡转变。在$mu-C$平面上有一个最大值a和一个霍金-帕格相变点。随着与基谢廖夫流体相关的 $hat{b}$ 值变大,霍金-帕格相变将在等压 $mu-T$ 过程的较低温度下发生。对于状态参数 $omega$ 的其他值,也存在范德华相变。
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引用次数: 0
Experimental studies of H2/Ar plasma in a cylindrical inductive discharges with an expansion region 带膨胀区的圆柱形感应放电中的 H2/Ar 等离子体的实验研究
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6250
Shi-Bo Li, Si-Yu Xing, F. Gao, You-Nian Wang
The electrical parameters of H2/Ar plasma in a cylindrical inductive discharge with an expansion region are investigated by a Langmuir probe, where Ar fractions range from 0 % to 100 %. The influence of gas composition and pressure on electron density, the effective electron temperature and the electron energy probability functions (EEPFs) at different spatial positions are present. In driver region, with the introduction of a small amount of Ar at 0.3 Pa, there is a rapid increase in electron density accompanied by a decrease in the effective electron temperature. Additionally, the shape of the EEPF transitions from a three-temperature distribution to a bi-Maxwellian distribution due to an increase in electron-electron collision. However, this phenomenon resulting from the changes in gas composition vanishes at 5 Pa duo to the prior depletion of energetic electrons caused by the increase in pressure during hydrogen discharge. The EEPFs for the total energy in expansion region is coincident to these in the driver region at 0.3 Pa, as do the patterns of electron density variation between these two regions for differing Ar fractions. At 5 Pa, as the discharge transitions from H2 to Ar, the EEPFs evolved from a bi-Maxwellian distribution with pronounced low energy electrons to a Maxwellian distribution in expansion region. This evolve may be attributed to a reduction in molecular vibrational excitation reactions of electrons during transport and the transition from localized electron dynamics in hydrogen discharge to non-localized electron dynamics in argon discharge. In order to validate the experimental results, we use the COMSOL simulation software to calculate electrical parameters under the same conditions. The evolution and spatial distribution of the electrical parameters of the simulation results agree well with the trend of the experimental results.
通过朗缪尔探针研究了带膨胀区的圆柱形感应放电中 H2/Ar 等离子体的电参数,其中 Ar 的比例范围为 0 % 至 100 %。气体成分和压力对不同空间位置的电子密度、有效电子温度和电子能量概率函数(EEPFs)都有影响。在驱动区,当引入少量 0.3 Pa 的氩气时,电子密度迅速增加,同时有效电子温度降低。此外,由于电子-电子碰撞的增加,EEPF 的形状也从三温分布转变为双麦克斯韦分布。然而,由于氢放电过程中压力增加导致高能电子耗尽,气体成分变化引起的这一现象在 5 Pa 时消失了。在 0.3 Pa 时,膨胀区总能量的 EEPF 与驱动区的 EEPF 相吻合,这两个区域之间不同 Ar 分数的电子密度变化规律也是如此。在 5 Pa 时,随着放电从 H2 转变为 Ar,EEPFs 从低能电子明显的双麦克斯韦分布演变为膨胀区的麦克斯韦分布。这种演变可能是由于电子在传输过程中的分子振动激发反应减少,以及从氢放电中的局部电子动力学过渡到氩放电中的非局部电子动力学。为了验证实验结果,我们使用 COMSOL 仿真软件计算了相同条件下的电参数。模拟结果中电学参数的演变和空间分布与实验结果的趋势非常吻合。
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引用次数: 0
Image encryption algorithm based on multiple chaotic systems and improved Joseph block scrambling 基于多重混沌系统的图像加密算法和改进的约瑟夫块加扰算法
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6257
Dingkang Mou, Yumin Dong
With the rapid development of digital information technology, images are increasingly used in various fields. To ensure the security of image data, prevent unauthorized tampering and leakage, maintain personal privacy, and protect intellectual property rights, this study proposes an innovative color image encryption algorithm. Initially, the Mersenne Twister algorithm is utilized to generate high-quality pseudo-random numbers, establishing a robust basis for subsequent operations. Subsequently, two distinct chaotic systems, the autonomous non-Hamiltonian chaotic system, and the Tent-Logistic-Cosine chaotic mapping, are employed to produce chaotic random sequences. These chaotic sequences are used to control the encoding and decoding process of the DNA, effectively scrambling the image pixels. Furthermore, the complexity of the encryption process is enhanced through improved Joseph block scrambling. After thorough experimental verification, research, and analysis, the average value of the information entropy test data reaches as high as 7.999. Additionally, the average value of the NPCR test data is 99.6101%, which closely approaches the ideal value of 99.6094%. This algorithm not only guarantees image quality but also substantially raises the difficulty level of decryption.
随着数字信息技术的飞速发展,图像越来越多地应用于各个领域。为了确保图像数据的安全,防止未经授权的篡改和泄漏,维护个人隐私,保护知识产权,本研究提出了一种创新的彩色图像加密算法。首先,利用梅森孪生算法生成高质量的伪随机数,为后续操作建立稳健的基础。随后,利用两个不同的混沌系统,即自主非哈密顿混沌系统和Tent-Logistic-Cosine混沌映射,产生混沌随机序列。这些混沌序列用于控制 DNA 的编码和解码过程,从而有效地扰乱图像像素。此外,通过改进约瑟夫块加扰技术,加密过程的复杂性也得到了提高。经过全面的实验验证、研究和分析,信息熵测试数据的平均值高达 7.999。此外,NPCR 测试数据的平均值为 99.6101%,接近 99.6094% 的理想值。该算法不仅保证了图像质量,还大大提高了解密难度。
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引用次数: 0
Optimization performance of quantum endoreversible Otto machines with dual-squeezed reservoirs 具有双挤压储层的量子内可逆奥托机的优化性能
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6252
Haoguang Liu
We consider a quantum endoreversible Otto engine cycle and its inverse operation-Otto refrigeration cycle, employing two-level systems as the working substance and operating in dual-squeezed reservoirs. We demonstrate that the efficiency of heat engines at maximum work output and the coefficient of performance for refrigerators at the maximum $chi$ criterion will degenerate to $ eta_-=eta_C/(2-eta_C)$ and $ varepsilon_-=(sqrt{9+8varepsilon_C}-3)/2$ when symmetric squeezing is satisfied, respectively. We also investigated the influences of squeezing degree on the performance optimization of quantum Otto heat engines at the maximum work output and refrigerators at the maximum $chi$ criterion. These analytical results show that the efficiency of heat engines at maximum work output and the coefficient of performance for refrigerators at the maximum $chi$ criterion can be improved, reduced or even inhibited in asymmetric squeezing. Furthermore, we also find that the efficiency of quantum Otto heat engines at maximum work output is lower than those obtained from the Otto heat engines based on a single harmonic oscillator system. However, the coefficient of performance of the corresponding refrigerator is higher.
我们考虑了量子内可逆奥托发动机循环及其逆操作-奥托制冷循环,采用两级系统作为工作物质,并在双挤压水库中运行。我们证明,当对称挤压得到满足时,热机在最大功输出时的效率和冰箱在最大$chi$准则下的性能系数将分别退化为$eta_-=eta_C/(2-eta_C)$和$varepsilon_-=(sqrt{9+8varepsilon_C}-3)/2$。我们还研究了挤压度对量子奥托热机在最大功输出和冰箱在最大$chi$准则下的性能优化的影响。这些分析结果表明,在非对称挤压条件下,热机在最大功输出时的效率和冰箱在最大$chi$准则下的性能系数可以提高、降低甚至抑制。此外,我们还发现量子奥托热机在最大功输出时的效率低于基于单谐波振荡器系统的奥托热机。然而,相应冰箱的性能系数却更高。
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引用次数: 0
Memristors-coupled neuron models with multiple firing patterns and homogeneous and heterogeneous multistability 具有多种点火模式以及同质和异质多稳态性的记忆晶体管耦合神经元模型
Pub Date : 2024-07-12 DOI: 10.1088/1674-1056/ad6256
Xuan Wang, Santo Banerjee, Yinghong Cao, Jun Mou
Memristors are extensively used to estimate the external electromagnetic stimulation and synapses for neurons. In this paper, two distinct scenarios, ideal memristor serves as external electromagnetic stimulation and locally active memristor serves as synapse, are formulated to investigate the impact of memristor on a 2D Hindmarsh-Rose neuron model. Numerical simulations show that the neuronal models in different scenarios have multiple burst firing patterns. The introduction of the memristor makes the neuronal model exhibit complex dynamical behaviors. Finally, the simulation circuit and DSP hardware implementation results validate the physical mechanism as well as the reliability of the biological neuron model.
忆阻器被广泛用于估算外部电磁刺激和神经元突触。本文提出了理想忆阻器作为外部电磁刺激和局部活跃忆阻器作为突触这两种不同情况,以研究忆阻器对二维 Hindmarsh-Rose 神经元模型的影响。数值模拟结果表明,不同情况下的神经元模型具有多种突发性发射模式。忆阻器的引入使神经元模型表现出复杂的动态行为。最后,仿真电路和 DSP 硬件实现结果验证了生物神经元模型的物理机制和可靠性。
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引用次数: 0
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Chinese Physics B
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