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Optimization Method for Indoor Thermal Comfort Based on Interactive Numerical Calculation
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作者 徐远清 陈祥光 张春程 《Journal of Beijing Institute of Technology》 EI CAS 2008年第4期495-500,共6页
In order to implement the optimal design of the indoor thermal comfort based on the numerical modeling method, the numerical calculation platform is combined seamlessly with the data-processing platform, and an intera... In order to implement the optimal design of the indoor thermal comfort based on the numerical modeling method, the numerical calculation platform is combined seamlessly with the data-processing platform, and an interactive numerical calculation platform which includes the functions of numerical simulation and optimization is established. The artificial neural network (ANN) and the greedy strategy are introduced into the hill-climbing pattern heuristic search process, and the optimizing search direction can be predicted by using small samples; when searching along the direction using the greedy strategy, the optimal values can be quickly approached. Therefore, excessive external calling of the numerical modeling process can be avoided, and the optimization time is decreased obviously. The experimental results indicate that the satisfied output parameters of air conditioning can be quickly given out based on the interactive numerical calculation platform and the improved search method, and the optimization for indoor thermal comfort can be completed. 展开更多
关键词 interactive numerical calculation indoor thermal comfort optimization method
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New Method for the Calculation of Stable Phase Diagrams
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作者 李麟 L.Delaey +1 位作者 P.Wollants O.V.D.Biest 《Advances in Manufacturing》 SCIE CAS 1997年第1期75-78,共4页
Numerical methods commonly used for the calculating phase diagrams were listed. A new method to calculate stable phase diagrams was presented which possesse the advantages of both the New-ton Raphson method and the si... Numerical methods commonly used for the calculating phase diagrams were listed. A new method to calculate stable phase diagrams was presented which possesse the advantages of both the New-ton Raphson method and the simplex method. This method is suitable for the calculation of the stable equilibria in complicated systems. For example. calculated results in comparison with experimental results as well as the prediction of new systems were shown in the present work 展开更多
关键词 numerical method phase diagram calculation
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Effects of Numerical Methods on the Calculation of Developing Plane Channel Flow
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作者 Ronald M. C. So 《Journal of Applied Mathematics and Physics》 2022年第6期2086-2104,共19页
In wall-bounded turbulent flow calculations, the past focus has been directed to the modelling of the Reynolds-stress gradients. Not much attention has been paid to the effects of the numerical methods used to calcula... In wall-bounded turbulent flow calculations, the past focus has been directed to the modelling of the Reynolds-stress gradients. Not much attention has been paid to the effects of the numerical methods used to calculate these terms and the modelled equations. Discrepancies between model calculations and measurements are quite often attributed to incorrect modelling, while the suitability and accuracy of the numerical methods used are seldom scrutinized. Instead, alternate near-wall and Reynolds-stress models are proposed to remedy the incorrect turbulent flow calculations. On the other hand, if care is not taken in the numerical treatment of the Reynolds-stress gradient terms, physically unrealistic results and solution instability could occur. Previous studies by the author and his collaborators on the effects of numerical methods have shown that some of the more commonly used numerical methods could enhance numerical stability in the solution procedure but would introduce considerable inaccuracy to the results. The flow cases chosen to demonstrate these inaccuracies are a backstep flow and flow in a square duct, where flow complexities are present. The current investigation attempts to show that the above-mentioned effects of numerical methods could also occur in the calculation of a developing plane channel flow, where flow complexities are absent. In addition, this study shows that the results thus obtained lead to a predicted skin friction coefficient that is influenced more by the numerical method used than by the turbulence model invoked. Together, these results show that numerical treatment of the Reynolds-stress gradients in the equations play an important role, even for a developing plane channel flow. 展开更多
关键词 numerical Representation of Pressure-Gradient Terms numerical Representation of Stress-Gradient Terms numerical Grid Effects numerical methods Effects calculation of Plane Channel Flow
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A MODEL FOR NUMERICAL CALCULATION OF UNSTEADYTEMPERATURE FIELD 被引量:3
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作者 S. X. Wang, D. S. Zheng and Y. L. Liu 1) Department of Material Engineering, Luoyang Institute of Technology, Luoyang 471039, China 2) Luoyang Copper (Group) Co., Ltd, Luoyang, China 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2000年第2期629-632,共4页
The model established in this paper for calculating the unsteady temperature field, in which physical parameters varies with temperatures, is simplified as compared with the classical one by defining the heat conducti... The model established in this paper for calculating the unsteady temperature field, in which physical parameters varies with temperatures, is simplified as compared with the classical one by defining the heat conductivity as function of temperature and dealing with the latent heat of phase transformation and boundary conditions. The results show that the probability of absolute error less 2℃ between the calculated and measured values in temperature field calculation reaches above 80%. 展开更多
关键词 temperature field numerical model calculating method
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Precise integration method without inverse matrix calculation for structural dynamic equations 被引量:2
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作者 汪梦甫 F.T.K.Au 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2007年第1期57-64,共8页
The precise integration method proposed for linear time-invariant homogeneous dynamic systems can provide accurate numerical results that approach an exact solution at integration points. However, difficulties arise w... The precise integration method proposed for linear time-invariant homogeneous dynamic systems can provide accurate numerical results that approach an exact solution at integration points. However, difficulties arise when the algorithm is used for non-homogeneous dynamic systems due to the inverse matrix calculation required. In this paper, the structural dynamic equalibrium equations are converted into a special form, the inverse matrix calculation is replaced by the Crout decomposition method to solve the dynamic equilibrium equations, and the precise integration method without the inverse matrix calculation is obtained. The new algorithm enhances the present precise integration method by improving both the computational accuracy and efficiency. Two numerical examples are given to demonstrate the validity and efficiency of the proposed algorithm. 展开更多
关键词 structural dynamics numerical integration inverse matrix calculation matrix exponential function Crout decomposed method
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Hybrid N-order Lagrangian Interpolation Eulerian-Lagrangian Method for Salinity Calculation 被引量:2
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作者 吴炎成 朱首贤 +2 位作者 周林 游小宝 张文静 《China Ocean Engineering》 SCIE EI CSCD 2016年第2期283-295,共13页
The Eulerian?Lagrangian method(ELM) has been used by many ocean models as the solution of the advection equation,but the numerical error caused by interpolation imposes restriction on its accuracy.In the present st... The Eulerian?Lagrangian method(ELM) has been used by many ocean models as the solution of the advection equation,but the numerical error caused by interpolation imposes restriction on its accuracy.In the present study,hybrid N-order Lagrangian interpolation ELM(Li ELM) is put forward in which the N-order Lagrangian interpolation is used at first,then the lower order Lagrangian interpolation is applied in the points where the interpolation results are abnormally higher or lower.The calculation results of a step-shaped salinity advection model are analyzed,which show that higher order(N=3?8) Li ELM can reduce the mean numerical error of salinity calculation,but the numerical oscillation error is still significant.Even number order Li ELM makes larger numerical oscillation error than its adjacent odd number order Li ELM.Hybrid N-order Li ELM can remove numerical oscillation,and it significantly reduces the mean numerical error when N is even and the current is in fixed direction,while it makes less effect on mean numerical error when N is odd or the current direction changes periodically.Hybrid odd number order Li ELM makes less mean numerical error than its adjacent even number order Li ELM when the current is in the fixed direction,while the mean numerical error decreases as N increases when the current direction changes periodically,so odd number of N may be better for application.Among various types of Hybrid N-order Li ELM,the scheme reducing N-order directly to 1st-order may be the optimal for synthetic selection of accuracy and computational efficiency. 展开更多
关键词 Eulerian?Lagrangian method Hybrid N-order Lagrangian interpolation numerical oscillation salinity calculation
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Calculation Method of Passive Residual Heat Removal Heat Exchanger and Numerical Simulation 被引量:1
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作者 Qiming Men Xuesheng Wang +1 位作者 Xiang Zhou Xiangyu Meng 《Journal of Power and Energy Engineering》 2014年第9期8-14,共7页
The tube inside and outside heat transfer mechanism of Passive Residual Heat Removal Heat Exchanger (PRHR HX) was analyzed. The calculation method of this special heat exchanger under natural convection condition in I... The tube inside and outside heat transfer mechanism of Passive Residual Heat Removal Heat Exchanger (PRHR HX) was analyzed. The calculation method of this special heat exchanger under natural convection condition in In-containment Refueling Water Storage Tank (IRWST) was carried out. The single-tube coupling model three-dimensional natural circulation in the IRWST was simulated numerically using Fluent. The heat transfer and flow characteristics of the fluid in IRWST were obtained. The comparison of the results between theoretical arithmetic and numerical simulation showed that the theoretical calculation method is suitable for the heat transfer calculation of PRHR HX. 展开更多
关键词 PASSIVE RESIDUAL HEAT Removal HEAT EXCHANGER HEAT Transfer calculation method numerical Simulation Natural CONVECTION
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Overview of Efficient Numerical Computing Methods Based on Deep Learning
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作者 Kejun Yang 《Journal of Electronic Research and Application》 2025年第2期117-124,共8页
This article reviews the application and progress of deep learning in efficient numerical computing methods.Deep learning,as an important branch of machine learning,provides new ideas for numerical computation by cons... This article reviews the application and progress of deep learning in efficient numerical computing methods.Deep learning,as an important branch of machine learning,provides new ideas for numerical computation by constructing multi-layer neural networks to simulate the learning process of the human brain.The article explores the application of deep learning in solving partial differential equations,optimizing problems,and data-driven modeling,and analyzes its advantages in computational efficiency,accuracy,and adaptability.At the same time,this article also points out the challenges faced by deep learning numerical computation methods in terms of computational efficiency,interpretability,and generalization ability,and proposes strategies and future development directions for integrating with traditional numerical methods. 展开更多
关键词 Deep learning Efficient numerical value method of calculation
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Application of Two-dimensional Viscous CE/SE Method in Calculation of Two-phase Detonation 被引量:6
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作者 马丹花 翁春生 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第1期5-9,共5页
The method of two-dimensional viscous space-time conservation element and solution element (CE/SE) can be used to calculate the gas-liquid two-phase interior flow field in pulse detonation engine (PDE). In this paper,... The method of two-dimensional viscous space-time conservation element and solution element (CE/SE) can be used to calculate the gas-liquid two-phase interior flow field in pulse detonation engine (PDE). In this paper, the evolution of the detonation wave and the distribution of its physical parameters were analyzed. The numerical results show that the change of axial velocity of gas is the same as that of detonation pressure. The larger the liquid droplet radius is, the longer the time to get stable detonation wave is. The calculated results coincide with the experimented results better. 展开更多
关键词 explosion mechanics pulse detonation engine interior ballistics CE/SE method two-phase detonation numerical calculation
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Numerical and experimental investigation on dynamic performance of bump foil journal bearing based on journal orbit 被引量:9
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作者 Yu ZHOU Longtao SHAO +6 位作者 Can ZHANG Fenzhu JI Jiang LIU Guo LI Shuiting DING Qi ZHANG Farong DU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第2期586-600,共15页
Widespread usage of bump-type foil journal bearing(BFJB) in oil-free microturbomachinery requires accurate predictions of dynamic performance characteristics, although it remains a challenging issue because BFJB refle... Widespread usage of bump-type foil journal bearing(BFJB) in oil-free microturbomachinery requires accurate predictions of dynamic performance characteristics, although it remains a challenging issue because BFJB reflects nonlinear both structurally and aerodynamically.This paper presented a simple experimental method to semi-directly obtain the minimum film thickness and dynamic stiffness of BFJB using the journal orbit. Numerical calculations and simulations are conducted to validate the experimental method. The micro-deformation and interaction of various foils are taken into consideration to improve the model precision. The results from the numerical model regarding the BFJB dynamic characteristics are compared with the experimental results coming from a dedicated test rig, which shows that the experimental results fluctuate obviously and agree not well with the numerical results at the start stage due to the presence of dry friction at that time, nevertheless, they show fantastic agreement as soon as a gas film is gradually generated to separate the shaft from the top foil. Therefore, the proposed experimental method is effective to predict film thickness and dynamic characteristics during the period from the lift-off time to the land-off time. The dynamic characteristics, along with the journal orbits also can be used to rapidly predict the dynamics behavior of rotor-bearing systems. 展开更多
关键词 Bump-type foil journal bearing Dynamic performance Experimental method Journal orbit numerical calculation
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Numerical Analysis of Hydrodynamic Pressure Induced by Fluid-Solid Impact 被引量:2
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作者 黄玉盈 邹时智 +1 位作者 钱勤 李其申 《China Ocean Engineering》 SCIE EI 2000年第1期1-13,共13页
As a further development of the authors' work (Huang and Qian, 1993), in this paper a new numerical method based on the time domain boundary element technique is proposed for solving fluid-solid coupling problems,... As a further development of the authors' work (Huang and Qian, 1993), in this paper a new numerical method based on the time domain boundary element technique is proposed for solving fluid-solid coupling problems, in which a rigid body impacts normally on the calm surface of a half-space fluid. A fundamental solution to the half-space potential flow problem is first derived with the method of images. Then, an equivalent boundary integral equation in the Laplace transform domain is established by means of Green's second identity. Through the inverse Laplace transform and discretization in both time and boundary of the fluid region, the numerical calculation for the problem under consideration has been carried out. Several examples demonstrate that the present method is more efficient than existing ones, from which it is also seen that the shape of the impacting body has a considerable effect on the total impact force. 展开更多
关键词 fluid-solid impact boundary element method hydrodynamic pressure potential flow numerical analysis
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UPPER BOUND METHOD FOR SINTERED POWDER MATERIALS IN PLANE STRAIN 被引量:4
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作者 Hua, Lin Zhao, Zhongzhi 《中国有色金属学会会刊:英文版》 EI CSCD 1994年第2期86-91,共6页
UPPERBOUNDMETHODFORSINTEREDPOWDERMATERIALSINPLANESTRAINUPPERBOUNDMETHODFORSINTEREDPOWDERMATERIALSINPLANESTRA... UPPERBOUNDMETHODFORSINTEREDPOWDERMATERIALSINPLANESTRAINUPPERBOUNDMETHODFORSINTEREDPOWDERMATERIALSINPLANESTRAIN¥Hua,LinZhao,Zh... 展开更多
关键词 sintered POWDER MATERIAL UPPER BOUND method PLANE STRAIN
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A new method of migration imaging for MT data
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作者 宋维琪 邹文勇 《Acta Seismologica Sinica(English Edition)》 EI CSCD 2005年第1期106-112,125,共8页
Based on the study on electromagnetic field migration by Zhdanov, we have proposed an improved method for the weak points in the research. Firstly, the initial background resistivity should be determined by using 1-D ... Based on the study on electromagnetic field migration by Zhdanov, we have proposed an improved method for the weak points in the research. Firstly, the initial background resistivity should be determined by using 1-D inversion results. Then in the process of continuation, the results are corrected and calculated layer by layer by the iteration method, so that more exact resistivity can be obtained. Secondly, an improved algorithm for finite-difference equation is studied. According to the property of electromagnetic migration field, the algorithm is designed by means of grids varying with geometric progression in the longitudinal direction. Being improved by the techniques mentioned above, better results are obtained by the new method, which has been verified by both the theory model and practical data. 展开更多
关键词 MT data method improvement numerical calculation migration and imaging
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Some Equivalence Transform Methods for Simulating Models in Control Systems
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作者 Degui, Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1993年第4期32-42,共11页
In this paper two classes of equivalence transform methods for solving ordinary differential equations are proposed. One class of method is the equivalence integral transform method for special differential algebraic ... In this paper two classes of equivalence transform methods for solving ordinary differential equations are proposed. One class of method is the equivalence integral transform method for special differential algebraic problems. The advantage of this class of method is such that the amount of work calculating one integration with parameters becomes that of two interpolations, when the system of nonlinear equations is solved on the right hand side function. The other class of method is the equivalence substitution method for avoiding calculating derivative on the right hand side function. In order to avoid calculation derivatives, two equivalence substitution methods are proposed here. The application instances of some special effect of the equivalence substitution methods are given. 展开更多
关键词 ALGEBRA calculations Computer simulation Control systems Differential equations Integration Interpolation Mathematical models Mathematical transformations Nonlinear equations numerical methods
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An explanation for the peculiar periphery of supernova remnant G309.2–0.6
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作者 Huan Yu Jun Fang 《Research in Astronomy and Astrophysics》 SCIE CAS CSCD 2018年第9期133-140,共8页
Supernova remnant(SNR) G309.2–0.6 has a peculiar radio morphology with two bright ears to the southwest and northeast, although the main shell outside the ears is roughly circular. Based on an earlier proposal that... Supernova remnant(SNR) G309.2–0.6 has a peculiar radio morphology with two bright ears to the southwest and northeast, although the main shell outside the ears is roughly circular. Based on an earlier proposal that the supernova ejecta has a jet component with extra energy, the dynamical evolution of the remnant is solved using 3 D hydrodynamical(HD) simulation to investigate the formation of the periphery of the remnant. Assuming the ejecta with a kinetic energy of 10^51 erg and a mass of 3 M⊙evolved in a uniform ambient medium for a time of-4000 yr and the jet component has cylindrical symmetry with a half open angle of 10°, the result indicates that the energy contained in the jet is about10%–15% of the kinetic energy of the entire ejecta to reproduce the detected profile. This study supports that the remnant originated from a jet-driven core-collapse supernova. 展开更多
关键词 hydrodynamics(HD) - methods numerical - ISM supernova remnants
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Time Collocation Method for Structural Dynamic Problems
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作者 唐晨 罗弢 +1 位作者 闫海青 顾晓辉 《Transactions of Tianjin University》 EI CAS 2005年第6期458-462,共5页
In order to achieve highly accurate and efficient numerical calculations of structural dynamics, time collocation method is presented. For a given time interval, the numerical solution of the method is approximated by... In order to achieve highly accurate and efficient numerical calculations of structural dynamics, time collocation method is presented. For a given time interval, the numerical solution of the method is approximated by a polynomial. The polynomial coefficients are evaluated by solving algebraic equation. Once the polynomial coefficients are evaluated, the numerical solutions at any time in the interval can be easily calculated. New formulae are derived for the polynomial coefficients,which are more practical and succinct than those previously given. Two structural dynamic equations are calculated by the proposed method. The numerical solutions are compared with the traditional fourth-order Runge-Kutta method. The results show that the method proposed is highly accurate and computationally efficient. In addition, an important advantage of the method is the simplicity in software programming. 展开更多
关键词 structural dynamic problems time collocation method numerical calculation
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Numerical Calculation of Transient Flow of Polymer Foam in Porous Media
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作者 Wei Zhao Haiqing Cui Keliang Wang 《Open Journal of Fluid Dynamics》 2015年第3期215-223,共9页
Based on the mathematical model of one dimension transient flow of the polymer foam in porous media, the numerical calculation method of the flow mentioned above by using the finite difference method is given. Through... Based on the mathematical model of one dimension transient flow of the polymer foam in porous media, the numerical calculation method of the flow mentioned above by using the finite difference method is given. Through the experiments of one dimension transient flow of HPAM (Hydrolytic Polyacrylamide) foam in the artificial sandstone core, the HPAM foam generation and coalescence coefficient of the mathematical model mentioned above are determined. The profiles of the liquid phase saturation, the pressure drop and the number density of one dimension transient flow of HPAM foam with the dimensionless time in artificial sandstone core are numerically calculated and analyzed by using the numerical calculation method. 展开更多
关键词 POLYMER Foam POROUS MEDIA TRANSIENT Flow MAtheMATICAL Model numerical calculation method Experimental Research
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A One-Dimensional Relativistic Shock Model for the Light Curve of Gamma-ray Bursts
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作者 Cheng-Yue Su Yi-Ping Qin +1 位作者 Jun-Hui Fan Zhang-Yu Han 《Chinese Journal of Astronomy and Astrophysics》 CSCD 2006年第3期323-330,共8页
We investigate the forming of gamma-ray burst pulses with a simple onedimensional relativistic shock model. The mechanism is that a "central engine" drives forward the nearby plasma inside the fireball to generate a... We investigate the forming of gamma-ray burst pulses with a simple onedimensional relativistic shock model. The mechanism is that a "central engine" drives forward the nearby plasma inside the fireball to generate a series of pressure waves. We give a relativistic geometric recurrence formula that connects the time when the pressure waves are produced and the time when the corresponding shocks occurred. This relation enables us to relate the pulse magnitude with the observation time. Our analysis shows that the evolution of the pressure waves leads to a fast rise and an exponential decay pulses. In determining the width of the pulses, the acceleration time is more important than that of the deceleration. 展开更多
关键词 gamma-ray: bursts - profiles - hydrodynamics - shock waves - methods:numerical
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Numerical investigation on a comprehensive high-order finite particle scheme
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作者 Yudong LI Yan LI +2 位作者 Chunfa WANG PJOLI Zhiqiang FENG 《Applied Mathematics and Mechanics(English Edition)》 2025年第6期1187-1214,共28页
In the field of discretization-based meshfree/meshless methods,the improvements in the higher-order consistency,stability,and computational efficiency are of great concerns in computational science and numerical solut... In the field of discretization-based meshfree/meshless methods,the improvements in the higher-order consistency,stability,and computational efficiency are of great concerns in computational science and numerical solutions to partial differential equations.Various alternative numerical methods of the finite particle method(FPM)frame have been extended from mathematical theories to numerical applications separately.As a comprehensive numerical scheme,this study suggests a unified resolved program for numerically investigating their accuracy,stability,consistency,computational efficiency,and practical applicability in industrial engineering contexts.The high-order finite particle method(HFPM)and corrected methods based on the multivariate Taylor series expansion are constructed and analyzed to investigate the whole applicability in different benchmarks of computational fluid dynamics.Specifically,four benchmarks are designed purposefully from statical exact solutions to multifaceted hydrodynamic tests,which possess different numerical performances on the particle consistency,numerical discretized forms,particle distributions,and transient time evolutional stabilities.This study offers a numerical reference for the current unified resolved program. 展开更多
关键词 numerical method high-order finite particle method(HFPM) kernel gradient correction(KGC) decoupled finite particle method(DFPM) weakly compressible smoothed particle hydrodynamics(SPH)
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“数值计算方法”课程教学改革与实践研究的探索
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作者 刘益林 董云桥 +2 位作者 罗彪 李小娥 朱红梅 《科技风》 2026年第8期81-83,共3页
随着信息技术的迅猛发展及工程、科研对高质量数值计算能力的不断需求,高等院校中“数值计算方法”课程的教学现状亟待改革。传统教学模式以教师单向授课、板书讲解为主,学生在掌握理论知识的同时,实践能力、创新思维与综合应用能力普... 随着信息技术的迅猛发展及工程、科研对高质量数值计算能力的不断需求,高等院校中“数值计算方法”课程的教学现状亟待改革。传统教学模式以教师单向授课、板书讲解为主,学生在掌握理论知识的同时,实践能力、创新思维与综合应用能力普遍不足。本文以“数值计算方法”课程为研究对象,系统梳理了当前教学中存在的问题,探讨了基于多元化教学模式、案例驱动、翻转课堂、项目制学习、现代信息技术应用以及评价体系创新等方面的教学改革措施,并通过教学实践与效果评估验证了改革方案的有效性。研究表明,教学改革不仅提高了学生的学习兴趣和主动性,而且在专业知识掌握、工程应用、问题解决能力及团队协作等方面取得了显著进步。 展开更多
关键词 数值计算方法 教学改革 案例驱动 翻转课堂 评价体系 工程实践
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