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International Journal of Computational Methods最新文献

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A numerical method to study the fiber orientation and distribution of fiber reinforced self-compacting concrete 纤维自密实混凝土纤维取向与分布的数值研究方法
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-01-12 DOI: 10.1142/s021987622241002x
Xuemei Liu, Xiangyu Xie, Lihai Zhang, N. Lam
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引用次数: 0
NIPG finite element method for convection dominated diffusion problems with discontinuous data 不连续数据对流主导扩散问题的NIPG有限元方法
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-01-12 DOI: 10.1142/s0219876223500019
R. Yadav, Pratima Rai, K. Sharma
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引用次数: 0
A Six-Level Time-Split Leap-Frog/Crank-Nicolson Approach For Two-Dimensional Nonlinear Time-Dependent Convection Diffusion Reaction Equation 二维非线性时变对流扩散反应方程的六层时间分裂跳蛙/曲柄-尼科尔森方法
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-01-12 DOI: 10.1142/s0219876222500645
E. Ngondiep
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引用次数: 4
A Multi-Dimensional Lagrange Multiplier Method to Identify the Load Distribution on 3D Special-Shaped Surface in the Strength Analysis of Aircraft Structure 飞机结构强度分析中三维异形表面载荷分布识别的多维拉格朗日乘子法
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-01-09 DOI: 10.1142/s0219876222500542
Tong Li, Zebei Mao, Yongming Cai, Bo Wang, Liang Chen
In the process of aircraft structural design, the aerodynamic load and inertial load need to be distributed from single loading points to distributed finite element (FE) nodes before strength analysis. The most commonly used loading distribution method is a Multi-Point Arrangement (MPA) method, which introduces a one-dimensional Lagrange multiplier based on the principle of minimum deformation energy, and simplifies the special-shaped 3D surface in aircraft structure to a plane. However, the actual aircraft structure contains a large number of special-shaped surfaces, and the MPA method cannot accurately distribute the loads on these complex special-shaped surfaces, affecting the accuracy of strength analysis. This paper developed a new 3D load distribution method based on multi-dimensional Lagrange multipliers (MDLM), which can simultaneously achieve an efficient and accurate distribution of surface aerodynamic loads and inertial loads in all directions. Typical numerical cases showed that when an aircraft structure model is a plane, this MDLM method converges to the traditional MPA method. For 3D special-shaped surfaces, the average error of this MDLM method is 0.77–2.28%, which is significantly smaller than the average error of the traditional MPA method (3.30–7.40%).
在飞机结构设计过程中,在进行强度分析之前,需要将气动载荷和惯性载荷从单个载荷点分布到分布式有限元节点。最常用的载荷分布方法是多点布置(MPA)方法,该方法基于最小变形能原理引入一维拉格朗日乘子,将飞机结构中的异形三维表面简化为平面。然而,实际的飞机结构包含大量的异形表面,MPA方法无法准确地将载荷分布在这些复杂的异形表面上,影响了强度分析的准确性。本文提出了一种新的基于多维拉格朗日乘子(MDLM)的三维载荷分布方法,该方法可以同时实现表面气动载荷和惯性载荷在各个方向上的高效精确分布。典型算例表明,当飞机结构模型为平面时,该MDLM方法收敛于传统的MPA方法。对于三维异形表面,该MDLM方法的平均误差为0.77–2.28%,明显小于传统MPA方法的平均错误(3.30–7.40%)。
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引用次数: 0
Different Types of Constitutive Parameters Red Blood Cell Membrane Based on Machine Learning and FEM 基于机器学习和有限元的不同类型红细胞膜本构参数
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-28 DOI: 10.1142/s0219876222500578
Xinyu Wei, Jianbing Sang, Chuan Tian, Lifang Sun, Baoyou Liu
Research on mechanical response of single red blood cells (RBCs) to mechanical stimuli and the complex material properties of erythrocyte membranes is significant. This work proposes a novel procedure that combines nonlinear finite element method and two machine learning algorithms including Two-Way Deepnets and XGboost together with experiments to identify the hyper elastic material parameters of erythrocyte membranes. Finite element models were established to simulate the stretching process of erythrocyte optical tweezers with different constitutive material parameters from three constitutive models. And the results from the finite element analysis were carried out to generate the training sets for the neural networks. In order to validate the predictions in great detail, the finite element response curves based on the three groups of predicted constitutive parameters are compared with the experimental data. The comparison results show that the Two-Way Deepnets model has performed better efficiency and accuracy and that Reduced Polynomial can describe more precisely the hyperelastic properties of the erythrocyte membrane in the range of experimentally obtained characteristics of single RBCs. This research provides new insights into the identification of constitutive parameters of biological cell membranes, which is crucial for the future research on mechanical mechanisms of the biological cells.
研究单个红细胞对机械刺激的机械反应和红细胞膜的复杂材料特性具有重要意义。本文提出了一种新的方法,将非线性有限元方法和两种机器学习算法(包括双向深度网和XGboost)与实验相结合,来识别红细胞膜的超弹性材料参数。从三个本构模型出发,建立了不同本构材料参数下红细胞光镊子拉伸过程的有限元模型。并将有限元分析的结果用于生成神经网络的训练集。为了更详细地验证预测,将基于三组预测本构参数的有限元响应曲线与实验数据进行了比较。比较结果表明,双向深度网模型具有更好的效率和准确性,并且在实验获得的单个红细胞特征范围内,简化多项式可以更准确地描述红细胞膜的超弹性特性。这项研究为识别生物细胞膜的组成参数提供了新的见解,这对未来研究生物细胞的力学机制至关重要。
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引用次数: 0
Radial Basis Function Based Differential Quadrature Approach to Study Reaction Diffusion of Ca2+ in T Lymphocyte 基于径向基函数的微分求积法研究Ca2+在T淋巴细胞中的反应扩散
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-20 DOI: 10.1142/s0219876222500591
Hemant Bhardwaj, N. Adlakha
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引用次数: 2
Well-balanced unstaggered central schemes based on the continuous approximation of the bottom topography 基于底部地形连续逼近的平衡不交错的中心方案
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-14 DOI: 10.1142/s021987622250058x
Jian Dong
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引用次数: 0
An improved evolutionary structure optimization method for smooth topology design of structures 一种用于结构光滑拓扑设计的改进进化结构优化方法
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-14 DOI: 10.1142/s021987622250061x
Leijia Wang, Wenhui Yue, M. Zhu
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引用次数: 0
The dielectric boundary force in molecular solvation of the generalized poisson-boltzmann equation with ionic sizes 离子尺寸广义poisson boltzmann方程分子溶剂化过程中的介电边界力
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-14 DOI: 10.1142/s0219876222500608
Qing-Qing Zhang, Zhengfang Zhang, M. He, Xinping Shao, Weifeng Chen
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引用次数: 0
Periodic Behaviors of a Linear Fourth-order Difference Solution to the Benjamin-Bona-Mahony-type Equation with Time-periodic Boundaries 具有时间周期边界的benjamin - bona - mahony型方程线性四阶差分解的周期行为
IF 1.7 4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2022-12-14 DOI: 10.1142/s0219876222500621
Xiaofeng Wang, Hong Cheng
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引用次数: 0
期刊
International Journal of Computational Methods
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