《Computer Modeling in Engineering & Sciences》

作品数:2105被引量:927H指数:8
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《Computer Modeling in Engineering & Sciences》
主办单位:Tech Science Press
最新期次:2025年2期更多>>
发文主题:BASED_ONMACHINE_LEARNINGEDOPTIMIZATIONMETHOD更多>>
发文领域:自动化与计算机技术理学电子电信医药卫生更多>>
发文基金:国家自然科学基金中国博士后科学基金北京市自然科学基金国家社会科学基金更多>>
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From Imperfection to Perfection: Advanced 3D Facial Reconstruction Using MICA Models and Self-Supervision Learning
《Computer Modeling in Engineering & Sciences》2025年第2期1459-1479,共21页Thinh D.Le Duong Q.Nguyen Phuong D.Nguyen H.Nguyen-Xuan 
Research on reconstructing imperfect faces is a challenging task.In this study,we explore a data-driven approach using a pre-trained MICA(MetrIC fAce)model combined with 3D printing to address this challenge.We propos...
关键词:3D face reconstruction self-supervised learning face defect 3D printed prototypes 
GPU-Enabled Isogometric Topology Optimization with Bezier Element Stiffness Mapping
《Computer Modeling in Engineering & Sciences》2025年第2期1481-1514,共34页Xuesong Li Shuting Wang Nianmeng Luo Aodi Yang Xing Yuan Xianda Xie 
supported by the National Key R&D Program of China(2023YFB2504601);National Natural Science Foundation of China(52205267).
Due to the high-order B-spline basis functions utilized in isogeometric analysis(IGA)and the repeatedly updating global stiffness matrix of topology optimization,Isogeometric topology optimization(ITO)intrinsically su...
关键词:Isogeometric analysis topology optimization GPU sparse system solver Bezier element stiffness mapping 
Sensitivity Analysis of Structural Dynamic Behavior Based on the Sparse Polynomial Chaos Expansion and Material Point Method
《Computer Modeling in Engineering & Sciences》2025年第2期1515-1543,共29页Wenpeng Li Zhenghe Liu Yujing Ma Zhuxuan Meng Ji Ma Weisong Liu Vinh Phu Nguyen 
support from the National Natural Science Foundation of China(Grant Nos.52174123&52274222).
This paper presents a framework for constructing surrogate models for sensitivity analysis of structural dynamics behavior.Physical models involving deformation,such as collisions,vibrations,and penetration,are devel-...
关键词:Structural dynamics DEFORMATION material point method sparse polynomial chaos expansion adaptive randomized greedy algorithm sensitivity analysis 
A Geometric Model Simplification Strategy for CFD Simulation of the Cockpit Internal Environment
《Computer Modeling in Engineering & Sciences》2025年第2期1545-1564,共20页Meng Zhao Jiaao Liu YudiLiu Zhengwei Long 
supported by the National Natural Science Foundation of China(Grant No.51878442).
Computational Fluids Dynamics(CFD)simulations are essential for optimizing the design of a cockpit’s internal environment,but the complex geometric models consume a significant amount of computational resources and t...
关键词:CFD model simplification COCKPIT sensitivity analysis detail suppression 
Deep ResNet Strategy for the Classification of Wind Shear Intensity Near Airport Runway
《Computer Modeling in Engineering & Sciences》2025年第2期1565-1584,共20页Afaq Khattak Pak-wai Chan Feng Chen Abdulrazak H.Almaliki 
supported by the National Natural Science Foundation of China(Grant No.52250410351);the National Foreign Expert Project(Grant No.QN2022133001L);Xiaomi Young Talent Program and Taif University(TU-DSPP-2024-173).
Intense wind shear(I-WS)near airport runways presents a critical challenge to aviation safety,necessi-tating accurate and timely classification to mitigate risks during takeoff and landing.This study proposes the appl...
关键词:Aviation safety wind shear deep residual network Doppler LiDAR 
Elastohydrodynamic Lubrication Performance of Curvilinear Cylindrical Gears Based on Finite Element Method
《Computer Modeling in Engineering & Sciences》2025年第2期1585-1609,共25页Xuegang Zhang Yingjie Dong Xian Wei Ruiqi Wang Qi Zhang 
funded by the Sichuan Science and Technology Program(Project Nos.2024NSFSC0140,2023NSFSC0414,2022NSFSC0454);Panzhihua City Provincial Targeted Financial Resources Transfer Payment(Grant No.222Y2F-GG-04);Open Project of the Key Laboratory of Process Equipment and Control in Sichuan Province(ProjectNo.GK202211);Cultivation Research Project of PanzhihuaUniversity(Proje;ctNo.2023PY11);Open Project of Sichuan Provincial Engineering Technology Research Center for Advanced Manufacturing of Titanium Alloys(Project No.TM-2023-Z-02);Open Project of Panzhihua Key Laboratory of Advanced Manufacturing Technology(Project No.2022XJZD05).
The fixed-setting face-milled curvilinear cylindrical gear features teeth that are arc-shaped along the longitudinal direction.Some researchers hypothesize that this arc-tooth may enhance the lubrication conditions of...
关键词:FEM EHL curvilinear cylindrical gear lubrication performance analysis 
Enhancing Classification Algorithm Recommendation in Automated Machine Learning: A Meta-Learning Approach Using Multivariate Sparse Group Lasso
《Computer Modeling in Engineering & Sciences》2025年第2期1611-1636,共26页Irfan Khan Xianchao Zhang Ramesh Kumar Ayyasamy Saadat M.Alhashmi Azizur Rahim 
The rapid growth of machine learning(ML)across fields has intensified the challenge of selecting the right algorithm for specific tasks,known as the Algorithm Selection Problem(ASP).Traditional trial-and-error methods...
关键词:META-LEARNING machine learning automated machine learning classification meta-features 
Optimizing BERT for Bengali Emotion Classification: Evaluating Knowledge Distillation, Pruning, and Quantization
《Computer Modeling in Engineering & Sciences》2025年第2期1637-1666,共30页Md Hasibur Rahman Mohammed Arif Uddin Zinnat Fowzia Ria Rashedur M.Rahman 
The rapid growth of digital data necessitates advanced natural language processing(NLP)models like BERT(Bidi-rectional Encoder Representations from Transformers),known for its superior performance in text classificati...
关键词:Bengali NLP black-box distillation emotion classification model compression post-training quantization unstructured pruning 
Oversampling-Enhanced Feature Fusion-Based Hybrid ViT-1DCNN Model for Ransomware Cyber Attack Detection
《Computer Modeling in Engineering & Sciences》2025年第2期1667-1695,共29页Muhammad Armghan Latif Zohaib Mushtaq Saifur Rahman Saad Arif Salim Nasar Faraj Mursal Muhammad Irfan Haris Aziz 
Ransomware attacks pose a significant threat to critical infrastructures,demanding robust detection mechanisms.This study introduces a hybrid model that combines vision transformer(ViT)and one-dimensional convolutiona...
关键词:Ransomware attacks CYBERSECURITY vision transformer convolutional neural network feature fusion ENCRYPTION threat detection 
Hygro-Thermo-Mechanical Equivalent Layer-Wise Theory of Laminated Shell Structures
《Computer Modeling in Engineering & Sciences》2025年第2期1697-1765,共69页Francesco Tornabene Matteo Viscoti Rossana Dimitri 
funded by the Project PNRR M4C2—Innovation grant DIRECT:Digital twIns foR EmergenCy supporT—CUP F83C22000740001.
This study presents a generalized two-dimensional model for evaluating the stationary hygro-thermo-mechanical response of laminated shell structures made of advanced materials.It introduces a generalized kinematic mod...
关键词:Dufour and Soret effects equivalent layer-wise hygro-thermal analysis generalized differential quadrature Navier solution smart structures 
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