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Research of Feedforward Neural Network Applicability in Computer Simulation of Polymers 前馈神经网络在聚合物计算机仿真中的应用研究
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070429
D. V. Shein, D. V. Zav’yalov, V. I. Konchenkov

In this paper we investigate the adequacy of deep learning force field models for modeling amorphous bodies. A polymer with the studied physical properties, polyphenylene sulfide, was chosen as a test substance. The simulation results shows that the forces predicted by neural networks acting on polymer atoms are significantly different from the forces calculated by ab initio molecular dynamics methods. A qualitative comparison with the force field model of a simpler compound, black phosphorene, shows that feedforward neural networks are unsuitable for modeling complex amorphous substances.

在本文中,我们研究了深度学习力场模型在非晶体建模中的适用性。我们选择了一种具有所研究物理性质的聚合物--聚苯硫醚作为测试物质。模拟结果表明,神经网络预测的作用在聚合物原子上的力与通过原子分子动力学方法计算的力有很大不同。与一种更简单的化合物--黑色磷烯--的力场模型进行的定性比较表明,前馈神经网络不适合模拟复杂的无定形物质。
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引用次数: 0
Processes of Ablation and Structures Growth under the Action of Femtosecond Laser Pulses on the Gallium Surface in an Ammonia Medium 氨介质中镓表面在飞秒激光脉冲作用下的烧蚀和结构生长过程
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S106378422407020X
D. A. Kochuev, A. S. Chernikov, D. V. Abramov, A. A. Voznesenskaya, R. V. Chkalov, K. S. Khorkov

In this paper, we present the results of processing metallic gallium in an ammonia vapor medium at 2 bar pressure by femtosecond laser pulses. The influence of the ammonia concentration and the mode of laser beam scanning on the result of laser action is considered. It has been established that an increase in the concentration of ammonia vapor and a change in the scanning regime lead to a radical change in the laser ablation process. A decrease in the scanning speed leads to the cessation of the ablation process and the development of the nitridation process of the gallium surface, accompanied by the formation of columnar structures up to 12 mm long and about 100 μm in diameter. The synthesized nanoparticles and structures were studied using scanning electron microscopy, Raman spectroscopy, and X-ray analysis.

本文介绍了飞秒激光脉冲在压力为 2 巴的氨蒸气介质中加工金属镓的结果。研究考虑了氨气浓度和激光束扫描模式对激光作用结果的影响。结果表明,氨蒸气浓度的增加和扫描方式的改变会导致激光烧蚀过程发生根本变化。扫描速度的降低会导致烧蚀过程的停止和镓表面氮化过程的发展,同时形成长达 12 毫米、直径约 100 微米的柱状结构。利用扫描电子显微镜、拉曼光谱和 X 射线分析对合成的纳米粒子和结构进行了研究。
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引用次数: 0
Influence of Contact Area on Memristive Characteristics of Parylene-Based Structures in Single and Crossbar Geometry 接触面积对单条和交叉条几何结构中基于对二甲苯的膜特性的影响
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070430
B. S. Shvetsov, G. A. Iukliaevskikh, K. Yu. Chernoglazov, A. V. Emelyanov

The key elements of neuromorphic computing systems (NCS) are memristors—resistors with a memory effect—that can be used for simultaneous processing and storage of information. It is promising to create them in crossbar geometry, where memristors are located at the intersections of the transverse electrode buses. In this work, the influence of the area and geometry of contacts on the main memristive characteristics of parylene-based structures is investigated. The results obtained indicate the independence of such memristive characteristics as the switching voltage into the low-resistance (Uset) and high-resistance states (Ureset), as well as the resistance of the samples in the low-resistance (Ron) state, from the contact area. At the same time, resistances in the high-resistance (Roff) state increase with decreasing area, which confirms the single-filament model of resistive switching, and also makes it possible to increase the window of resistance in such structures.

神经形态计算系统(NCS)的关键元件是具有记忆效应的忆阻器,可用于同时处理和存储信息。在横向电极母线的交叉点上安装忆阻器,以横杆几何形状制造这种系统是很有前途的。在这项工作中,研究了接触面积和几何形状对基于对二甲苯结构的主要忆阻器特性的影响。研究结果表明,在低电阻(Uset)和高电阻(Ureset)状态下的开关电压以及低电阻(Ron)状态下样品的电阻等记忆特性与接触面积无关。同时,高阻(Roff)状态下的电阻会随着面积的减小而增大,这证实了电阻开关的单丝模型,也使得在这种结构中增大电阻窗口成为可能。
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引用次数: 0
Project of X-Ray Optical Scheme of a Lithograph with a Transmissive Dynamic Mask and a Synchrotron Radiation Source 带有透射式动态掩膜和同步辐射源的平版印刷机 X 射线光学方案项目
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070272
I. V. Malyshev, N. I. Chkhalo, S. N. Yakunin

The paper proposes an X-ray optical scheme of a lithograph with a transmissive dynamic mask and a synchrotron radiation source. The image of a dynamic mask in the form of holes of small diameter is transferred with a decrease to a plate with a resist using a Schwarzschild projection lens. The formation of a topological pattern will occur due to the coordinated operation of the system for scanning a plate with a resist and a microelectromechanical system of a transmissive type. Objectives with a reduction of 10 and 20 times for obtaining 10–20 nm images of 200 nm holes of the dynamic mask are considered. The scheme of illumination of the mask is calculated, which provides uniform illumination on a field of 10 × 10 mm2. For the synchrotron Siberia-2 of the KISI on a bending magnet, the expected productivity of the lithograph will be up to 1/14 of a plate with a diameter of 100 mm per hour.

本文提出了一种带有透射动态掩膜和同步辐射源的光刻机 X 射线光学方案。利用施瓦兹柴尔德投影透镜,将小直径孔形式的动态掩膜图像以递减的方式转移到带有抗蚀剂的平板上。由于抗蚀剂板扫描系统和透射式微机电系统的协调运行,拓扑图案就会形成。考虑使用缩小 10 倍和 20 倍的物镜来获取动态掩膜 200 纳米孔的 10-20 纳米图像。对掩膜的照明方案进行了计算,该方案可在 10 × 10 mm2 的区域内提供均匀的照明。对于安装在弯曲磁铁上的 KISI 西伯利亚-2 同步加速器,光刻机的预期生产率将达到每小时 1/14 块直径为 100 毫米的平板。
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引用次数: 0
Combined Solid-State Closing Switch for High-Current Pulse Switching 用于大电流脉冲开关的组合式固态闭合开关
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S106378422407034X
A. P. Orlov, P. I. Golyakov, Yu. V. Vlasov, P. B. Repin

The results of studies of a solid-state closing switch for a high-current pulse switching are presented. The experiments were carried out on a laboratory facility with a capacitive energy storage run down a discharge circuit with electrical-explosive opening switch (EEOS) by a current pulse with an amplitude ~450 kA. The discharge circuit consists of two sections separated by a branch with a solid-state closing switch. A metal foil of the EEOS can be located in an interelectrode gap of the closing switch. The operation of the EEOS leads to a breakdown of the insulation of the closing switch, as a result of which an effective shunting of the section of the discharge circuit containing the EEOS occurs. The developed combined solid-state closing switch in the future is capable of providing multi-channel switching of a high-current pulse to the load synchronously with the EEOS operation.

本文介绍了对用于大电流脉冲切换的固态合闸开关的研究结果。实验是在一个实验室设备上进行的,该设备带有一个电容储能器,通过一个振幅为 ~450 kA 的电流脉冲,将一个带电爆开闭开关 (EEOS) 的放电回路向下运行。放电回路由两部分组成,中间由一条带有固态闭合开关的支路隔开。EEOS 的金属箔可位于闭合开关的电极间隙中。EEOS 的工作会导致合闸开关的绝缘击穿,从而对包含 EEOS 的放电电路部分进行有效分流。未来开发的组合式固态合闸开关能够在 EEOS 工作时同步向负载提供多通道大电流脉冲开关。
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引用次数: 0
Substrates for Soft X-Ray Microscopy Based on Si3N4 Membranes 基于 Si3N4 薄膜的软 X 射线显微镜基片
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070375
D. G. Reunov, N. S. Gusev, M. S. Mikhailenko, D. V. Petrova, I. V. Malyshev, N. I. Chkhalo

Silicon nitride membranes were experimentally obtained as substrates for biological samples, which are examined using a microscope with an operating wavelength of 13.8 nm. The free-hanging films obtained have a size of up to 1.5 × 1.5 mm2, which makes it possible to select an area of interest for investigation on the sample on the order of tens to hundreds of microns. The mechanical strength of the membranes satisfies that the samples do not tear the membranes and withstand transportation. The results obtained are an import-substituting technology for the manufacture of Si3N4 membranes. The resulting membranes have a transparency of more than 40% in the range of the “water transparency window” (2.3–4.4 nm) and EUV (13–15 nm). The developed technology will become the basis for creating cuvettes for living biological samples for soft X-ray microscopy studies.

通过实验获得了氮化硅膜作为生物样本的基底,使用波长为 13.8 纳米的显微镜对其进行检测。获得的自由悬挂膜的尺寸最大为 1.5 × 1.5 mm2,因此可以在几十到几百微米的范围内选择感兴趣的区域对样品进行研究。膜的机械强度确保样品不会撕裂膜,并能承受运输。所取得的成果是制造 Si3N4 膜的进口替代技术。在 "水透明窗口"(2.3-4.4 纳米)和紫外可见光(13-15 纳米)范围内,所得薄膜的透明度超过 40%。所开发的技术将成为制作用于软 X 射线显微镜研究的活体生物样品比色皿的基础。
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引用次数: 0
Damage Resistance of Corundum Treated with Abrasive and Contact-Free Processing 经磨蚀和无接触加工处理的刚玉的抗损伤性
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070417
I. P. Shcherbakov, M. F. Kirienko, L. V. Tikhonova, A. E. Chmel

The planishing of the surface of solids is aimed to minimize its roughness, downgrade a content of larger cracks in the modified layer, and, in general, reduce a thickness of the latter one. However, the abrasive processing induces residual stresses in the surface layer. The stresses relax through the motion of dislocations but in superhard materials like corundum or silicon dioxide, is extremely limited. In the present work, the role of the modified surface layer in corundum was studied within the context of the method and regime choice which affect the surface processing the mechanical characteristics of corundum. An efficiency of the abrasive treatment was assessed by comparison with the properties of surfaces processed with the ion polishing, sheared surface, and natural face of crystal from the viewpoint of reaching the high mechanical damage resistance of the surface.

对固体表面进行刨削的目的是最大限度地降低其粗糙度,减少修正层中较大裂纹的含量,并在总体上减小修正层的厚度。然而,磨削加工会在表层产生残余应力。这种应力通过位错运动而松弛,但在刚玉或二氧化硅等超硬材料中,这种应力是极其有限的。在本研究中,我们根据影响刚玉表面加工机械特性的方法和制度选择,研究了刚玉改性表层的作用。通过与使用离子抛光、剪切表面和自然晶面加工的表面特性进行比较,从达到表面高抗机械损伤性的角度评估了磨料处理的效率。
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引用次数: 0
Localization and Charge State of Metal Ions in Carbon Nanostructures of Europium Bis-Phthalocyanine Pyrolysed Derivatives 铕双酞菁热解衍生物碳纳米结构中金属离子的定位和电荷状态
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070223
V. S. Kozlov, V. G. Semenov, A. A. Bykov, V. Yu. Bairamukov

In the experiments of Mössbauer spectroscopy, transmission electron microscopy (TEM) and atomic force microscopy (AFM) the morphology and structurization of the carbon phase, the charge state of europium and the dynamic properties of europium bis-phthalocyanine pyrolysed derivatives, including the Debye temperature, were revealed. It was found that the pyrolysis of europium bis-pthalocyanine resulted in the amorphous carbon matrix and nanoscaled graphene clusters both forming turbostratic carbon phase. The europium ions in the charge state Eu3+/Eu2+ were detected. The data indicated that localization of Eu ions took place between layers of graphenes similar to graphite intercalation compounds. It was shown that an isomeric shift, linewidths and the magnitude of the resonant absorption are essential characteristics of structural transformations at the pyrolysis of rare earth bis-phthalocyanines.

通过莫斯鲍尔光谱学、透射电子显微镜(TEM)和原子力显微镜(AFM)实验,揭示了碳相的形态和结构化、铕的电荷状态以及铕双酞菁热解衍生物的动态特性,包括德拜温度。研究发现,铕双酞菁热解后,无定形碳基体和纳米级石墨烯团簇都形成了湍流碳相。检测到电荷状态为 Eu3+/Eu2+ 的铕离子。数据表明,Eu 离子的定位发生在石墨烯层之间,类似于石墨插层化合物。研究表明,异构体偏移、线宽和共振吸收的大小是稀土双酞菁热解过程中结构转变的基本特征。
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引用次数: 0
Features of the Course of the Solid-State Reactions in a Sn/Fe/Cu Trilayer Film System 锡/铁/铜三层薄膜体系固态反应过程的特点
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070041
Yu. Yu. Balashov, V. G. Myagkov, L. E. Bykova, M. N. Volochaev, V. S. Zhigalov, A. A. Matsynin, K. A. Galushka, G. N. Bondarenko, S. V. Komogortsev

Study of the mechanisms of the solid-state reactions in Sn/Fe/Cu thin films is interesting both from a fundamental point of view and from a view of the importance of emerging intermetallics in the technology of solder joints and thin-film lithium-ion batteries. By the integrated approach, including both X-ray phase analysis and local elemental analysis of the cross-sections of the films, the phase composition and the mutual arrangement of phases were studied, at various stages of the solid-state reaction occurring at different temperatures. The observed sequence of the appearing phases differs significantly from the expected one if the mass transfer took place by a volume diffusion through the forming layers.

无论是从基础角度,还是从新出现的金属间化合物在焊点和薄膜锂离子电池技术中的重要性角度来看,研究锡/铁/铜薄膜的固态反应机制都是非常有意义的。通过综合方法(包括 X 射线相分析和薄膜横截面的局部元素分析),研究了在不同温度下固态反应不同阶段的相组成和相的相互排列。如果质量转移是通过形成层的体积扩散进行的,那么观察到的相的出现顺序与预期的相的出现顺序有很大不同。
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引用次数: 0
An Investigation of the Diode Properties of a Double Layer of a Combined Gas Discharge 联合气体放电双层二极管特性研究
IF 1.1 4区 物理与天体物理 Q4 PHYSICS, APPLIED Pub Date : 2024-09-27 DOI: 10.1134/S1063784224070090
B. M. Brzhozovskii, M. B. Brovkova, S. G. Gestrin, E. P. Zinina, V. V. Martynov

The paper shows that upon ignition of the combined gas discharge in the resonator chamber, there appears a double layer with diode properties that consists of layers of positive and negative charges surrounding the workpiece. An increase in the level of microwave power supplied to the chamber leads to a decrease in the equivalent diode resistance in open and closed modes and an increase in the current flowing through the unit. The ions of the process gas (nitrogen or argon) ionized by the microwave field fall on the product surface and diffuse into it as a result of the thermal diffusion process, which hardens the surface layer. The product is heated when a positive bias potential is applied to it by a stream of high-energy electrons arriving at the surface and accelerated to energies of tens and hundreds eV in the discharge acceleration zone. Ion-plasma implantation leads to a significant increase in the strength, wear resistance and corrosion resistance of the surface of the processed product.

论文显示,在谐振腔内点燃组合气体放电后,工件周围会出现一个由正负电荷层组成的具有二极管特性的双电层。向腔室提供的微波功率水平的增加会导致开路和闭路模式下等效二极管电阻的减小以及流经该装置的电流的增加。被微波场电离的加工气体(氮气或氩气)离子落在产品表面,并通过热扩散过程扩散到产品表面,使表面层变硬。当对产品施加正偏置电位时,产品会被到达表面的高能电子流加热,并在放电加速区被加速到几十到几百 eV 的能量。离子等离子植入可显著提高加工产品表面的强度、耐磨性和耐腐蚀性。
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引用次数: 0
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Technical Physics
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