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PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2019 (ICCMSE-2019)最新文献

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Numerical simulation of fatigue crack growth in steel-aluminium transition joint 钢-铝过渡接头疲劳裂纹扩展数值模拟
M. Kowalski, D. Rozumek
The paper presents the results of fatigue crack growth simulation of the transition joint for S235JR steel and A5083 aluminum with the Grade 1 titanium interlayer coat and A1050 aluminum. Calculations were performed using ANSYS software. The publication presents the crack growth phenomena observed during fatigue testing. Additionally, calculations of residual stresses distributions induced by the process of joining materials during welding were carried out. Results of crack length calculations were comparable with experimantal data.The paper presents the results of fatigue crack growth simulation of the transition joint for S235JR steel and A5083 aluminum with the Grade 1 titanium interlayer coat and A1050 aluminum. Calculations were performed using ANSYS software. The publication presents the crack growth phenomena observed during fatigue testing. Additionally, calculations of residual stresses distributions induced by the process of joining materials during welding were carried out. Results of crack length calculations were comparable with experimantal data.
本文介绍了S235JR钢与A5083铝在层间包覆一级钛和A1050铝的过渡接头疲劳裂纹扩展的模拟结果。采用ANSYS软件进行计算。该出版物介绍了疲劳试验中观察到的裂纹扩展现象。此外,还对焊接过程中材料连接过程引起的残余应力分布进行了计算。裂缝长度计算结果与实验数据基本一致。本文介绍了S235JR钢与A5083铝在层间包覆一级钛和A1050铝的过渡接头疲劳裂纹扩展的模拟结果。采用ANSYS软件进行计算。该出版物介绍了疲劳试验中观察到的裂纹扩展现象。此外,还对焊接过程中材料连接过程引起的残余应力分布进行了计算。裂缝长度计算结果与实验数据基本一致。
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引用次数: 2
Unsupervised anomaly detection in time series exploiting local and global information 利用局部和全局信息的时间序列无监督异常检测
Emanuele La Malfa, G. Malfa
We introduce a novel machine learning ensemble architecture for anomaly detection, that exploits global and local information from a 1d time series. A double step validation is performed to decide if a time period is anomalous: from one side a Long Short-Term Memory is trained to be reliable at forecasting, hence a parametric test on the forecasting’s error is used spot the anomalies. Concurrently, a Variational Autoencoder is trained to compress both global and local information from the series to a low-dimensional normal distribution, raising an anomaly if a time step’s likelihood is below a threshold. While anomaly detection with deep learning techniques often comes with the assumption that forecasting error is gaussian, we prove that this is in general a wrong assumption: we show that error function is better approximated by a distribution chosen dynamically. We validate our work on some public physical datasets, outperforming the current deep learning methods in terms of precision and recall.We introduce a novel machine learning ensemble architecture for anomaly detection, that exploits global and local information from a 1d time series. A double step validation is performed to decide if a time period is anomalous: from one side a Long Short-Term Memory is trained to be reliable at forecasting, hence a parametric test on the forecasting’s error is used spot the anomalies. Concurrently, a Variational Autoencoder is trained to compress both global and local information from the series to a low-dimensional normal distribution, raising an anomaly if a time step’s likelihood is below a threshold. While anomaly detection with deep learning techniques often comes with the assumption that forecasting error is gaussian, we prove that this is in general a wrong assumption: we show that error function is better approximated by a distribution chosen dynamically. We validate our work on some public physical datasets, outperforming the current deep learning methods in terms of precision and recall.
我们引入了一种新的机器学习集成架构用于异常检测,该架构利用了来自一维时间序列的全局和局部信息。执行双步验证以确定时间段是否异常:从一方面训练长短期记忆在预测方面是可靠的,因此使用预测误差的参数测试来发现异常。同时,一个变分自编码器被训练来压缩全局和局部信息从序列到一个低维正态分布,提出一个异常,如果一个时间步长的似然低于阈值。虽然深度学习技术的异常检测通常伴随着预测误差为高斯分布的假设,但我们证明这通常是一个错误的假设:我们表明,动态选择的分布可以更好地近似误差函数。我们在一些公共物理数据集上验证了我们的工作,在精度和召回率方面优于当前的深度学习方法。我们引入了一种新的机器学习集成架构用于异常检测,该架构利用了来自一维时间序列的全局和局部信息。执行双步验证以确定时间段是否异常:从一方面训练长短期记忆在预测方面是可靠的,因此使用预测误差的参数测试来发现异常。同时,一个变分自编码器被训练来压缩全局和局部信息从序列到一个低维正态分布,提出一个异常,如果一个时间步长的似然低于阈值。虽然深度学习技术的异常检测通常伴随着预测误差为高斯分布的假设,但我们证明这通常是一个错误的假设:我们表明,动态选择的分布可以更好地近似误差函数。我们在一些公共物理数据集上验证了我们的工作,在精度和召回率方面优于当前的深度学习方法。
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引用次数: 0
A functorial approach to analogous molecular systems 类似分子系统的泛函方法
P. Mezey
Functorial models of category theory are powerful tools used in many branches of mathematics, even in various computer languages such as Python, however, on an applied mathematics level, functors can also provide novel approaches and new types of systematizations of interrelations among scientific concepts and representations. In a somewhat simplified way, a functor can be thought of as a mathematical tool doing two things all at once: transforming both sets and mappings between those sets. For example, a functor can establish a connection between one entity, involving two sets and a family of transformations between them, and another entity, also involving some two sets and the family of transformations between those. In other words, such a functor transforms one pair of sets and the relations between them to another pair of sets and the relations between them.Functorial models of category theory are powerful tools used in many branches of mathematics, even in various computer languages such as Python, however, on an applied mathematics level, functors can also provide novel approaches and new types of systematizations of interrelations among scientific concepts and representations. In a somewhat simplified way, a functor can be thought of as a mathematical tool doing two things all at once: transforming both sets and mappings between those sets. For example, a functor can establish a connection between one entity, involving two sets and a family of transformations between them, and another entity, also involving some two sets and the family of transformations between those. In other words, such a functor transforms one pair of sets and the relations between them to another pair of sets and the relations between them.
范畴论的函子模型是在许多数学分支中使用的强大工具,甚至在各种计算机语言(如Python)中也是如此。然而,在应用数学层面上,函子也可以提供科学概念和表示之间相互关系的新方法和新类型的系统化。从某种程度上简化来说,函子可以被看作是同时做两件事的数学工具:转换两个集合和这些集合之间的映射。例如,一个函子可以在一个包含两个集合和它们之间的一系列变换的实体和另一个包含两个集合和它们之间的一系列变换的实体之间建立联系。换句话说,这样的函子将一对集合和它们之间的关系转化为另一对集合和它们之间的关系。范畴论的函子模型是在许多数学分支中使用的强大工具,甚至在各种计算机语言(如Python)中也是如此。然而,在应用数学层面上,函子也可以提供科学概念和表示之间相互关系的新方法和新类型的系统化。从某种程度上简化来说,函子可以被看作是同时做两件事的数学工具:转换两个集合和这些集合之间的映射。例如,一个函子可以在一个包含两个集合和它们之间的一系列变换的实体和另一个包含两个集合和它们之间的一系列变换的实体之间建立联系。换句话说,这样的函子将一对集合和它们之间的关系转化为另一对集合和它们之间的关系。
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引用次数: 4
Regression model of sales manager behavior: Forecast and experimental confirmation 销售经理行为的回归模型:预测与实验验证
A. Polozov, M. Kraev, A. V. Rolis, A. Noyakshev, A. Medvedev
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引用次数: 2
Smart building with Loxone system 采用Loxone系统的智能建筑
M. Žáček
The article focuses on Smart Building and its realization. The Smart Building uses Loxone for home control. The article aims to describe the house, describe the Loxone system and its components (hardware). Next show distribution point - the intelligence of the Smart Building. In conclusion, the article deals with other possibilities of expanding the intelligent house and its vision.The article focuses on Smart Building and its realization. The Smart Building uses Loxone for home control. The article aims to describe the house, describe the Loxone system and its components (hardware). Next show distribution point - the intelligence of the Smart Building. In conclusion, the article deals with other possibilities of expanding the intelligent house and its vision.
本文主要研究智能建筑及其实现。智能大楼使用Loxone进行家庭控制。本文旨在描述房屋,描述Loxone系统及其组成(硬件)。接下来展示分配点——智能楼宇的智能化。最后,本文讨论了智能住宅扩展的其他可能性及其愿景。本文主要研究智能建筑及其实现。智能大楼使用Loxone进行家庭控制。本文旨在描述房屋,描述Loxone系统及其组成(硬件)。接下来展示分配点——智能楼宇的智能化。最后,本文讨论了智能住宅扩展的其他可能性及其愿景。
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引用次数: 0
Eye-tracker technology in didactic research 眼球追踪技术在教学研究中的应用
Zuzana Václavíková
Eye-tracking, i.e. the measurement of eye activity as a technology is used in many different areas. The most useful is for example using an eye-tracker as a tool for controlling a computer, as a diagnostic tool, as well as a tool for scientific research in many different subjects (marketing, education, medicine, and so on). Our experiences with using eye-tracker technology for research into the effectiveness of learning materials and learning outcomes will be described in the paper.Eye-tracking, i.e. the measurement of eye activity as a technology is used in many different areas. The most useful is for example using an eye-tracker as a tool for controlling a computer, as a diagnostic tool, as well as a tool for scientific research in many different subjects (marketing, education, medicine, and so on). Our experiences with using eye-tracker technology for research into the effectiveness of learning materials and learning outcomes will be described in the paper.
眼球追踪,即测量眼球活动的技术,被应用于许多不同的领域。例如,最有用的是使用眼动仪作为控制计算机的工具,作为诊断工具,以及作为许多不同学科(市场营销、教育、医学等)的科学研究工具。我们使用眼动仪技术研究学习材料的有效性和学习成果的经验将在论文中描述。眼球追踪,即测量眼球活动的技术,被应用于许多不同的领域。例如,最有用的是使用眼动仪作为控制计算机的工具,作为诊断工具,以及作为许多不同学科(市场营销、教育、医学等)的科学研究工具。我们使用眼动仪技术研究学习材料的有效性和学习成果的经验将在论文中描述。
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引用次数: 0
Micromagnetic simulation of fast GHz gyromotion of magnetic vortex core in Permalloy disk with antidot 带反点的坡莫合金圆盘涡旋核快速GHz陀螺运动的微磁模拟
J. Shim, Y. Yu, D. Tartakovsky, H. Piao, Sang-Hyuk Lee, D. Kim, Seong-cho Yu, Dong-Hyun Kim
We report our micromagnetic simulation investigation of the magnetic vortex core motion in a disk with an antidot. With variation of antidot geometry, faster core gyration is expected, where gyrotropic motion near antidots becomes quite sensitively depending on the antidot geometry, with frequency up to several GHz. Our finding opens a possibility to boost up the core motion of a ferromagnetic nanostructure with introducing geometrical modulation.We report our micromagnetic simulation investigation of the magnetic vortex core motion in a disk with an antidot. With variation of antidot geometry, faster core gyration is expected, where gyrotropic motion near antidots becomes quite sensitively depending on the antidot geometry, with frequency up to several GHz. Our finding opens a possibility to boost up the core motion of a ferromagnetic nanostructure with introducing geometrical modulation.
我们报告了我们的微磁模拟研究磁涡旋核心运动在一个圆盘与一个反点。随着反点几何形状的变化,预计会有更快的核心旋转,其中反点附近的陀螺运动变得相当敏感,这取决于反点几何形状,频率高达几GHz。我们的发现开启了通过引入几何调制来增强铁磁纳米结构核心运动的可能性。我们报告了我们的微磁模拟研究磁涡旋核心运动在一个圆盘与一个反点。随着反点几何形状的变化,预计会有更快的核心旋转,其中反点附近的陀螺运动变得相当敏感,这取决于反点几何形状,频率高达几GHz。我们的发现开启了通过引入几何调制来增强铁磁纳米结构核心运动的可能性。
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引用次数: 0
The management of pedestrian emergency through dynamic assignment: Some consideration about the “Refugee Hellenism” Square of Kalamaria (Greece) 动态分配的行人应急管理:对希腊卡拉马里亚“难民希腊化”广场的思考
G. Tesoriere, A. Canale, A. Severino, I. Mrak, T. Campisi
Generally the safety of public areas plays a fundamental role in the liveability of a city. Different evacuation simulations are carried out over the years in order to mitigate the problems connected to a chaotic movement of pedestrians. The panicgenerated by a possible risky event, often involves variations in the trajectories assumed in the same spaces in safe conditions. This is due to the variations in speed, pedestrian density in the sub-areas and if not properly evaluated, the evacuation process could generate crowds and therefore congestion, reducing the distance from the area object of an event. The present study focuses on the evaluation of different scenarios applied to the named square of Kalamaria (Greece) which is located near the two biggest pedestrian areas of the city. The study approach, based on pedestrian micro-simulation, is focused on the dynamic assignment,implemented in order to shape the path pedestrian choice behaviour by omitting the creation of static routes and using the OD matrix as flow input instead. Different steps are established in order to enquire input data, to calibrate the tool and obtain the results. These are based on the definition of areas and sub-areas in accordance with the pedestrian social force model.Through dynamic pedestrian assignment, different parameters were compared including speeds, density pedestrian and the LOS (Level Of Service), crossing the main square which may lead to benefits or criticalities as the risk level increases.Generally the safety of public areas plays a fundamental role in the liveability of a city. Different evacuation simulations are carried out over the years in order to mitigate the problems connected to a chaotic movement of pedestrians. The panicgenerated by a possible risky event, often involves variations in the trajectories assumed in the same spaces in safe conditions. This is due to the variations in speed, pedestrian density in the sub-areas and if not properly evaluated, the evacuation process could generate crowds and therefore congestion, reducing the distance from the area object of an event. The present study focuses on the evaluation of different scenarios applied to the named square of Kalamaria (Greece) which is located near the two biggest pedestrian areas of the city. The study approach, based on pedestrian micro-simulation, is focused on the dynamic assignment,implemented in order to shape the path pedestrian choice behaviour by omitting the creation of static routes and using the OD mat...
一般来说,公共区域的安全在城市的宜居性中起着至关重要的作用。多年来进行了不同的疏散模拟,以减轻与行人混乱运动相关的问题。由可能的危险事件产生的恐慌,通常涉及在安全条件下相同空间中假设的轨迹的变化。这是由于子区域的速度和行人密度的变化,如果没有得到适当的评估,疏散过程可能会产生人群,从而导致拥堵,减少与事件区域对象的距离。本研究的重点是对Kalamaria(希腊)命名广场的不同场景进行评估,该广场位于城市两个最大的步行区附近。该研究方法基于行人微观模拟,专注于动态分配,通过省略静态路线的创建而使用OD矩阵作为流量输入来实现路径选择行为的塑造。为了查询输入数据,校准工具并获得结果,建立了不同的步骤。这些都是基于根据行人社会力模型对区域和子区域的定义。通过动态行人分配,比较了不同的参数,包括速度、行人密度和服务水平(LOS),随着风险水平的增加,穿越主广场可能会带来好处或危险。一般来说,公共区域的安全在城市的宜居性中起着至关重要的作用。多年来进行了不同的疏散模拟,以减轻与行人混乱运动相关的问题。由可能的危险事件产生的恐慌,通常涉及在安全条件下相同空间中假设的轨迹的变化。这是由于子区域的速度和行人密度的变化,如果没有得到适当的评估,疏散过程可能会产生人群,从而导致拥堵,减少与事件区域对象的距离。本研究的重点是对Kalamaria(希腊)命名广场的不同场景进行评估,该广场位于城市两个最大的步行区附近。该研究方法基于行人微观模拟,专注于动态分配,通过省略静态路线的创建和使用OD模型来塑造行人的路径选择行为。
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引用次数: 17
Symbolic-numeric research of leaky modes in planar dielectric electromagnetic waveguide as inhomogeneous waves 平面介质电磁波导中非均匀波泄漏模的符号-数值研究
D. Divakov, A. Egorov, K. Lovetskiy, L. Sevastianov
In the case of guided and radiation modes of open waveguides, the Sturm-Liouville problem is formulated for self-adjoint second-order operators on the axis and the corresponding eigenvalues are real quantities for dielectric media. The search for eigenvalues and eigenfunctions corresponding to the leaky modes involves a number of difficulties: the boundary conditions for the leaky modes are not self-adjoint, so that the eigenvalues can turn out to be complex quantities. The problem of finding eigenvalues and eigenfunctions is associated with finding the complex roots of the nonlinear dispersion equation.The presence of complex eigenvalues corresponding to the leaky modes leads to an infinite increase of eigenfunctions corresponding to the leaky modes. In the present work, the leaky modes are considered as solutions of the problem for the wave equation and are analyzed as a wave process. Complex eigenvalues define the leaky modes as inhomogeneous waves. The proposed approach allows to obtain a mathematically sound representation of the leaky modes, within which one can see the region of existence of each particular leaky mode. The calculations of model structure, demonstrating the application of the described approach, are presented in the paper.In the case of guided and radiation modes of open waveguides, the Sturm-Liouville problem is formulated for self-adjoint second-order operators on the axis and the corresponding eigenvalues are real quantities for dielectric media. The search for eigenvalues and eigenfunctions corresponding to the leaky modes involves a number of difficulties: the boundary conditions for the leaky modes are not self-adjoint, so that the eigenvalues can turn out to be complex quantities. The problem of finding eigenvalues and eigenfunctions is associated with finding the complex roots of the nonlinear dispersion equation.The presence of complex eigenvalues corresponding to the leaky modes leads to an infinite increase of eigenfunctions corresponding to the leaky modes. In the present work, the leaky modes are considered as solutions of the problem for the wave equation and are analyzed as a wave process. Complex eigenvalues define the leaky modes as inhomogeneous waves. The proposed approach allows to obtain a mathematical...
对于开波导的导模和辐射模,Sturm-Liouville问题的形式是轴上的自伴随二阶算子,对应的特征值是介电介质的实数。寻找泄漏模态对应的特征值和特征函数有很多困难:泄漏模态的边界条件不是自伴随的,因此特征值可能是复数。求特征值和特征函数的问题与求非线性色散方程的复根有关。泄漏模态对应的复特征值的存在导致泄漏模态对应的本征函数的无限增加。本文将泄漏模态视为波动方程问题的解,并将其作为波动过程进行分析。复特征值将漏模定义为非均匀波。所提出的方法允许获得泄漏模态的数学上合理的表示,其中可以看到每个特定泄漏模态存在的区域。文中给出了模型结构的计算,说明了所述方法的应用。对于开波导的导模和辐射模,Sturm-Liouville问题的形式是轴上的自伴随二阶算子,对应的特征值是介电介质的实数。寻找泄漏模态对应的特征值和特征函数有很多困难:泄漏模态的边界条件不是自伴随的,因此特征值可能是复数。求特征值和特征函数的问题与求非线性色散方程的复根有关。泄漏模态对应的复特征值的存在导致泄漏模态对应的本征函数的无限增加。本文将泄漏模态视为波动方程问题的解,并将其作为波动过程进行分析。复特征值将漏模定义为非均匀波。所提出的方法允许获得一个数学…
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引用次数: 0
Aptamers against the Zika virus NS1 protein, for a serological diagnostic assay development 针对寨卡病毒NS1蛋白的适配体,用于血清学诊断检测的开发
L. Morais, A. Argondizzo, Dílson Silva, S. Missailidis
Zika virus (ZIKV) belongs to the Flaviviridae family and its recent outbreak and association with human diseases (e.g. neurological disorders and microcephaly in babies) have raised global health concerns. Its differentiation from Dengue in accurate diagnostic assays are of great importance. The viral NS1 protein is a secreted protein and can be an ideal target for diagnostic assay development. We have thus selected NS1 as target for aptamer selection and study. Single-stranded DNA oligonucleotides aptamers have been previously selected for this target, and here we present the study of such aptamers by fluorescent spectroscopy, CD and ELISA in order to characterize their interaction and select the best candidate for further future assay development.Zika virus (ZIKV) belongs to the Flaviviridae family and its recent outbreak and association with human diseases (e.g. neurological disorders and microcephaly in babies) have raised global health concerns. Its differentiation from Dengue in accurate diagnostic assays are of great importance. The viral NS1 protein is a secreted protein and can be an ideal target for diagnostic assay development. We have thus selected NS1 as target for aptamer selection and study. Single-stranded DNA oligonucleotides aptamers have been previously selected for this target, and here we present the study of such aptamers by fluorescent spectroscopy, CD and ELISA in order to characterize their interaction and select the best candidate for further future assay development.
寨卡病毒(ZIKV)属于黄病毒科,其最近的暴发及其与人类疾病(如神经系统疾病和婴儿小头畸形)的关联已引起全球卫生关注。其与登革热的鉴别诊断具有重要意义。病毒NS1蛋白是一种分泌蛋白,可以作为诊断检测开发的理想靶点。因此,我们选择NS1作为适体筛选和研究的靶点。单链DNA寡核苷酸适配体之前已经被选择用于这个靶点,在这里,我们通过荧光光谱、CD和ELISA对这些适配体进行研究,以表征它们的相互作用,并为进一步的检测开发选择最佳的候选体。寨卡病毒(ZIKV)属于黄病毒科,其最近的暴发及其与人类疾病(如神经系统疾病和婴儿小头畸形)的关联已引起全球卫生关注。其与登革热的鉴别诊断具有重要意义。病毒NS1蛋白是一种分泌蛋白,可以作为诊断检测开发的理想靶点。因此,我们选择NS1作为适体筛选和研究的靶点。单链DNA寡核苷酸适配体之前已经被选择用于这个靶点,在这里,我们通过荧光光谱、CD和ELISA对这些适配体进行研究,以表征它们的相互作用,并为进一步的检测开发选择最佳的候选体。
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引用次数: 1
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