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Mathematical Modeling and Visualization of a Complex Stress State in Case of a Fracture of the Femoral Diaphysis 股骨干骺端骨折时复杂应力状态的数学建模与可视化
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.10
K. Krupin, M. Kislov, V.I. Bahmetev, E.M. Kildyushov
The purpose of this work is to establish the possibility of using the finite element analysis method to study complex stress states in case of a femur fracture with subsequent data visualization. Experimental data were obtained on a solid-state mathematical parametric model of the femur, created on the basis of computer tomogram data, and repeating studies on native biological objects. As a result of mathematical modeling, oblique transverse and helical fractures of the diaphysis of the femur with elements of helical deformation were studied. The application of finite element analysis made it possible to visualize and predict the stresses arising in bone tissue under the impact of a blunt solid object in a complex stress state and the morphological features of femoral shaft fractures under different torsional loading forces of the proximal part of the femur. The data on the mechanism and morphology of the femoral shaft fracture obtained during modeling are confirmed by the results of original full-scale experiments.
这项工作的目的是确定使用有限元分析方法研究股骨骨折时复杂应力状态的可能性,并将随后的数据可视化。实验数据是在计算机断层扫描数据的基础上创建的股骨固态数学参数模型上获得的,并对本地生物物体进行了重复研究。通过数学建模,研究了股骨干骺端的斜横向和螺旋形骨折以及螺旋形变形元素。通过应用有限元分析,可以直观地预测在复杂应力状态下钝性固体物体撞击骨组织时产生的应力,以及股骨近端不同扭转加载力下股骨干骨折的形态特征。建模过程中获得的股骨干骨折机理和形态数据得到了原始全尺寸实验结果的证实。
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引用次数: 0
Modifications of Classical Surface Reconstruction Algorithms for Visualization of a Function Defined on a Rectangular Grid 修改经典曲面重构算法,实现矩形网格定义函数的可视化
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.01
N. V. Munts, S. Kumkov
In the paper, modifications of visualization algorithms for real-valued functions of two and three arguments given on a rectangular or parallelepipedal grid are considered. In the case of two arguments, the graph of the function is a surface embedded into the three-dimensional space. The majority of scientific visualization systems offer visualization procedures for such surfaces, but they construct them under the assumption that the functions are continuous. In the paper, for the case of a discontinuous function, a modification of this algorithm is proposed. In addition, the algorithm removes “plateaus” that occur after cutting the function at some level (in order to remove too large values). Visualization of a function of three arguments implies showing its level sets, that is, regions of the space of arguments where the magnitudes of the function do not exceed a certain value. In the case of a grid function, such sets are “voxel” sets, that is, they are composed of grid cells. With that, some smoothing of the surface of such sets is required, which is carried out by the Marching Cubes algorithm and algorithms of the Laplacian family. A modification of the Marching Cubes algorithm is proposed, which preserves the symmetry of the set surface with respect to the coordinate planes, axes, or some point, if the rendered set has such a symmetry.
本文考虑了对在矩形或平行四边形网格上给出的两个和三个参数的实值函数可视化算法的修改。在两个参数的情况下,函数的图形是一个嵌入三维空间的曲面。大多数科学可视化系统都提供了此类曲面的可视化程序,但它们都是在函数连续的假设条件下构建的。本文针对不连续函数的情况,提出了对这一算法的修改。此外,该算法还删除了在某个水平上切割函数后出现的 "高原"(以去除过大的值)。将三个参数的函数可视化意味着显示其水平集,即函数大小不超过某一特定值的参数空间区域。在网格函数中,这种集合是 "体素 "集合,即由网格单元组成。因此,需要对这些集合的表面进行一些平滑处理,平滑处理由 Marching Cubes 算法和 Laplacian 系列算法完成。本文提出了对 "行进立方体 "算法的一种修改,如果渲染后的集合具有对称性,该算法将保留集合表面相对于坐标平面、坐标轴或某些点的对称性。
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引用次数: 0
Visualization in Data Reconstruction Tasks 数据重建任务中的可视化
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.06
A. Shklyar, A. Zakharova, E. Vekhter
Many application tasks of multidimensional data analysis which describe the state of real physical or other systems face with difficulties. This is a consequence of the low-quality source data, including missing values, the probability of errors or unreliability of measurements. Incomplete data can become an obstacle for research using many modern informational methods. The current work examines the potential and capabilities of visual analytics tools for preliminary preparation, correction or complete analysis of primary data volumes. A promising area of application of the approach discussed in the study is the targeted use of visualization capabilities as a data analysis tool. The implementation of specialized visual metaphors is used to solve problems of processing and interpreting data, the sources of which are cyberphysical systems of different complexity levels. Such systems operate in an autonomous or partially controlled mode. A characteristic feature of these systems is the presence of a large number of sensors that collect various types of data. Such data differ in the capacity of the corresponding information channels, their speed and reliability. Examples of such cyberphysical systems are unmanned aerial vehicles (UAVs), robotic stations, and multimodal monitoring systems. These systems can function in conditions where it is difficult to obtain objective observation experience (deep-sea robots). The effective use of data collected by cyberphysical monitoring systems is a condition for solving a large number of application and research tasks.
许多描述真实物理或其他系统状态的多维数据分析应用任务都面临着困难。这是因为源数据质量不高,包括缺失值、错误概率或测量不可靠。不完整的数据会成为使用许多现代信息方法进行研究的障碍。目前的工作研究了可视化分析工具在初步准备、修正或完整分析原始数据卷方面的潜力和能力。研究中讨论的方法的一个有前途的应用领域是有针对性地使用可视化功能作为数据分析工具。专业可视化隐喻的实施被用于解决数据处理和解释问题,这些数据的来源是不同复杂程度的网络物理系统。这些系统以自主或部分受控的模式运行。这些系统的一个特点是有大量传感器收集各种类型的数据。这些数据在相应信息通道的容量、速度和可靠性方面各不相同。无人驾驶飞行器(UAV)、机器人站和多模式监控系统就是这类网络物理系统的例子。这些系统可以在难以获得客观观测经验的条件下发挥作用(深海机器人)。有效利用网络物理监测系统收集的数据是解决大量应用和研究任务的条件。
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引用次数: 0
Visualization of Flow of a Viscous Incompressible Fluid Corresponding to Exact Solutions of the Navier-Stokes Equations 与纳维-斯托克斯方程精确解相对应的粘性不可压缩流体的可视化流动
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.05
V. A. Galkin, A. Dubovik, D.A. Morgun
The work visualizes flows corresponding to the exact solutions of the system of hydrodynamic equations previously published by the authors, consisting of the vector Navier-Stokes equation and the law of conservation of mass for an incompressible fluid. This work uses the MathGL library for the C/C++ language and ParaView for scientific visualization of the results of numerical and analytical calculations. Without the use of such means, it would be impossible to see that the fluid flow is stratified into invariant subregions, and the trajectories of motion of fluid particles are wound on torus-shaped surfaces. Most of the scientific works on the study of hydrodynamic equations cover the results of calculations and do not address the questions of the existence of exact analytical solutions. At the same time, these calculations are performed with a specially selected set of fitting parameters unique to the equipment used and the computer software used. Questions about trust in the results of such calculations, their verification with exact solutions and the creation of a bank of test examples of applied problems in order to certify the applicability of the calculation results in practice become relevant.
该作品将作者之前发表的流体力学方程系统的精确解对应的流动可视化,该方程系统由不可压缩流体的矢量纳维-斯托克斯方程和质量守恒定律组成。这项工作使用 C/C++ 语言的 MathGL 库和 ParaView 对数值计算和分析计算的结果进行科学可视化。如果不使用这些手段,就不可能看到流体流动被分层成不变的子区域,流体粒子的运动轨迹被缠绕在环形表面上。大多数研究流体力学方程的科学著作都涉及计算结果,而不涉及存在精确解析解的问题。同时,这些计算都是使用一套专门选定的拟合参数进行的,这些参数是所使用的设备和计算机软件所独有的。这就涉及到对此类计算结果的信任、与精确解的验证以及建立应用问题测试实例库以证明计算结果在实践中的适用性等问题。
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引用次数: 0
Possibility of Using the Gershberg-Papoulis Method in the Problem of Phase Structure Reconstructing from Low-angle Hilbertograms 在从低角度希尔伯特图重建相位结构问题中使用格什伯格-帕普利斯方法的可能性
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.02
E. Arbuzov, V. Arbuzov, Yu. N. Dubnishchev, O. Zolotukhina, M. Lapikov, V. Lukashov
The possibility of processing small-view hilbertograms by the Gershberg-Papulis method to restore the refractive index of phase objects is discussed. The method consists in iterative transitions from estimating a function in the Fourier plane to estimating it in a coordinate space with an adjustment using a priori information. The spectrum of the function is determined on the entire frequency plane as an iterative process result Numerical simulation of the refractive index reconstruction for various test functions was performed using the Gershberg-Papulis method using Radon data known for four angles. Experimental studies on the Hilbert diagnostics example of reacting media (flames) in a high-speed shooting mode (up to 2000 frames per second) were performed using a four-angle tomographic complex implemented on the basis of an upgraded IAB-463M shadow device.
本文讨论了用 Gershberg-Papulis 方法处理小视角希尔伯特图以恢复相位物体折射率的可能性。该方法包括从在傅里叶平面上估计函数到在坐标空间上估计函数的迭代转换,并利用先验信息进行调整。函数的频谱是在整个频率平面上确定的,这是一个迭代过程的结果。利用已知的四个角度的 Radon 数据,使用 Gershberg-Papulis 方法对各种测试函数的折射率重建进行了数值模拟。在高速拍摄模式(每秒多达 2000 帧)下,使用基于升级版 IAB-463M 阴影设备的四角层析成像复合装置,对反应介质(火焰)的希尔伯特诊断实例进行了实验研究。
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引用次数: 0
Visualization of Deformation and Stress Waves in Wooden Solid and Glued Elements of Building Structures. 建筑结构木质实心构件和胶合构件变形和应力波的可视化。
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.08
P.G. Romanov, P. Sivtsev
The basis of the research hypothesis is the assumption that in wooden structures, deformations and stresses propagate in waves. The numerical experiment demonstrated a correct qualitative visual picture of the wave propagation of deformations, with wave manifestations and characteristic effects on the surface of the sample, at axial and corner points. Visually, the numerical model showed Rayleigh waves on the surface layer of the sample, depending on the ratio of the external geometric dimensions of the sample model, with pronounced wave interference on the outer shell. The visual manifestation of deformation on the outer sides (faces) and the reflection of deformation waves from the outer boundaries of the elastic medium of the sample in the form of Rayleigh waves confirm the correctness of the general hypothesis and the implemented model. Visualization of the process of emergence, propagation and attenuation of deformation waves on the surface of the sample shows that in the quantitative description of the deformation gradient, areas dangerous for the material can be identified.
研究假设的基础是假定在木质结构中,变形和应力以波的形式传播。数值实验表明,变形的波传播具有正确的定性直观图,在样本表面的轴点和角点上都有波的表现和特征效应。从视觉上看,数值模型显示了样品表层的瑞利波,这取决于样品模型外部几何尺寸的比例,在外壳上有明显的波干扰。外侧(面)变形的可视化表现以及变形波以瑞利波的形式从样品弹性介质的外部边界反射出来,证实了一般假设和实施模型的正确性。样品表面变形波出现、传播和衰减过程的可视化显示,在变形梯度的定量描述中,可以识别出对材料有危险的区域。
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引用次数: 0
Building Depth Maps Using an Active-Pulse Television Measuring System in Real Time Domain 利用主动脉冲电视实时测量系统绘制深度图
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.04
I.D. Musikhin, V. V. Kapustin, A. Tislenko, A. Movchan, S.A. Zabuga
The paper presents the results of software development for building depth maps based on video data from a television camera of an active-pulse television measuring system (AP TMS) in real time domain. The development of such software is required to conduct various scientific studies, as well as to improve the methods and techniques for building depth maps and remote measurement of the characteristics of objects of interest. The software was implemented using the Python programming language with additional libraries installed. According to the results of testing the implemented algorithm, it was found that the calculation speed using the graphics processing unit (GPU) is on average 3.5 times higher than the speed of the algorithm using only the central processing unit (CPU). It has been established that with the help of CUDA cores it is possible to build depth maps in real time domain at the maximum possible resolution of video frames of the system (1544x2064 pixels), while when using the central processor, real-time operation is possible only at a reduced resolution of video frames (772x1032 pixels).
本文介绍了根据有源脉冲电视测量系统(AP TMS)电视摄像机的视频数据实时绘制深度图的软件开发成果。开发此类软件是开展各种科学研究的需要,也是改进绘制深度图和远程测量感兴趣物体特征的方法和技术的需要。该软件使用 Python 编程语言实现,并安装了附加库。根据对所实施算法的测试结果,发现使用图形处理器(GPU)的计算速度比仅使用中央处理器(CPU)的算法速度平均高出 3.5 倍。经证实,在 CUDA 内核的帮助下,可以在系统视频帧的最大分辨率(1544x2064 像素)下实时绘制深度图,而使用中央处理器时,只能在视频帧的较低分辨率(772x1032 像素)下进行实时操作。
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引用次数: 0
Structure Visualization of 4-DASPI–Cucurbituril Supramolecular Complex to Predict the Solvatochromic Shift of Absorption Spectrum 通过 4-DASPI-Cucurbituril 超分子复合物的结构可视化预测吸收光谱的溶色偏移
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.03
A. Stepko, P. Lebedev-Stepanov
The study of supramolecular “host-guest” complexes in solutions is of fundamental and practical significance. The structures and formation enthalpy of supramolecular complexes for the 4-DASPI dye with two cavitands (cucurbit[6]uril and cucurbit[7]uril) have been obtained by the TDDFT quantum chemistry method with a camb3lyp basis. It was shown by visualization of the structures that the size of cucurbit[6]uril is too small and doesn’t allow the dye chromophore to penetrate into the cavitand cavity while the dye stays in the ground state, but the formation of an external complex is possible. On the contrary, formation of an inclusion complex with the cucurbit[7]uril is energetically favorable, and the dye chromophore penetrates into the cavity. Visualization of the complex structure allows us to determine the chromophore position relative to the given cavitand cavity, and thus we can predict the changes in the dye spectra due to complexation. The theoretical results of the work are in good correlation with the experiment.
研究溶液中的超分子 "主-客 "复合物具有重要的基础和现实意义。通过以 camb3lyp 为基础的 TDDFT 量子化学方法,得到了 4-DASPI 染料与两种空穴剂(葫芦[6]脲和葫芦[7]脲)的超分子配合物的结构和形成焓。可视化结构表明,葫芦[6]脲的尺寸太小,不允许染料发色团渗透到空穴中,而染料则停留在基态,但形成外部复合物是可能的。相反,与葫芦[7]脲形成包涵复合物在能量上是有利的,染料发色团可以渗透到空腔中。通过对络合物结构的可视化,我们可以确定发色团相对于给定空腔的位置,从而预测络合引起的染料光谱变化。这项工作的理论结果与实验结果具有良好的相关性。
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引用次数: 0
Functional-Voxel Modeling of The Cauchy Problem 考奇问题的功能体素建模
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.09
A. Tolok, N. Tolok
The paper considers an approach to solving the Cauchy problem for an example of a partial differential equation of the first order under given boundary conditions by the functional voxel method (FVM). The proposed approach uses the accumulated experience of differentiation and integration into FV- modeling to obtain local geometric characteristics of triangular elements on the surface of the resulting function in the process of linear approximation. The analytical solution of a simple example of a partial differential equation of the first order for the Cauchy problem is analyzed. Based on the obtained analytical solution, FV-model is constructed for further comparison with the results obtained by means of FV-modeling. The algorithm for solving the example is described by means of FV-modeling. A visual and numerical comparative analysis is carried out to determine the difference between the obtained results of FV-modeling and the accepted standard. The main difference between solving such a problem by numerical methods is the results obtained. In numerical methods, the result is the value of the function at the approximation nodes, and the FV-model at the nodes contains local geometric characteristics (gradient components in a space enlarged by one), which makes it possible to obtain a nodal local function of an implicit form, as well as a differential local function of an explicit form. The proposed graphical representation of the function area on a computer provides not only visual visibility, but also compact storage compared to a traditional array of real numbers.
本文探讨了一种在给定边界条件下,用函数体素法(FVM)求解一阶偏微分方程考希问题的方法。所提出的方法将积累的微分和积分经验用于 FV-建模,在线性逼近过程中获得所得函数表面上三角形元素的局部几何特征。分析了 Cauchy 问题一阶偏微分方程简单实例的解析解。根据获得的分析解,构建了 FV 模型,以便与通过 FV 建模获得的结果进行进一步比较。通过 FV 模型描述了求解示例的算法。通过直观和数值比较分析,确定 FV 建模结果与公认标准之间的差异。用数值方法解决此类问题的主要区别在于获得的结果。在数值方法中,结果是近似节点处的函数值,而节点处的 FV 模型包含局部几何特征(空间中放大 1 的梯度分量),这使得获得隐式的节点局部函数和显式的微分局部函数成为可能。与传统的实数数组相比,建议在计算机上对函数区域进行图形化表示,不仅具有可视性,而且存储空间小。
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引用次数: 0
Halocline Internal Wave Attractors Visualization Halocline 内波吸引器可视化
Q4 Computer Science Pub Date : 2024-04-01 DOI: 10.26583/sv.16.1.07
S. Elistratov
The phenomenon of wave attractor, originating from ocean dynamics, in the last couple decades has become widely-studied both laboratorily and numerically. However, their discoveries in wild nature are still rare hence deepwater ones are out of technique, and attractor in smaller basins cannot form because of energy overinjection. In the current work we show that attractor may exist in shallower depths regardless the depth of the basin’s bottom. Basing on the peculiar dispersion relation typical for stratified fluid attractors can be ”trapped” in a narrow halocline layer which may facilitate their detection in the nature. Additionally, we discuss the formed flow structure visualization problems.
源自海洋动力学的波浪吸引子现象,在过去几十年里已在实验和数值方面得到广泛研究。然而,它们在自然界中的发现仍然非常罕见,因此深水中的吸引子已不再是技术问题,而较小盆地中的吸引子也因能量注入过多而无法形成。在目前的研究中,我们发现无论盆地底部深度如何,吸引子都可能存在于较浅的水域中。基于分层流体典型的特殊弥散关系,吸引子可能被 "困 "在一个狭窄的卤化层中,这可能有助于在自然界中发现它们。此外,我们还讨论了已形成的流动结构可视化问题。
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引用次数: 0
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