Explanipedia

Gaussian Ensemble Topology (GET): A New Explicit and Inherently Smooth Framework for Manufacture-Ready Topology Optimization Open

Xinyu Ma, Chengxin Wang, Meng Wang, Xu Guo, Liu Yang , et al. · 2025

We introduce the Gaussian Ensemble Topology (GET) method, a new explicit and manufacture-ready framework for topology optimization in which design geometries are represented as superpositions of anisotropic Gaussian functions. By combining…

A prediction framework for tunnel seismic instability threshold based on loading/unloading response ratio theory Open

Xukai Tan, Jinliang Yuan, Hao Ding, M.Y. Ye, Qiang Hui , et al. · 2025

The prediction of a tunnel seismic instability threshold is a key challenge in seismic design and disaster reduction. Current methods have shortcomings in effectively integrating the synergistic effects of surrounding rock and tunnel linin…

Machine Learning-Powered Geometry-Aware Filter: A Novel Human-Informed Approach for Advanced Topology Optimization Open

Xiaoying Zhuang, Wei Zhang, Xu Guo, Sung‐Kie Youn · 2025

Can some algorithms of machine learning identify osteoporosis patients after training and testing some clinical information about patients? Open

G. S. Huang, W. J. Zhu, Yulong Wang, Yizhou Wan, Kaifang Chen , et al. · 2025

Intelligent design of mechanical metamaterials: a GCNN-based structural genome database approach Open

Wenyu Hao, Zongliang Du, Xiuquan Hou, Yilin Guo, Chang Liu , et al. · 2025

The reciprocal mapping between the geometry and properties of a unit cell is crucial for the intelligent and inverse design of advanced materials and structural systems. Beyond classical homogenization-based numerical methods, this paper p…

Exploration and Practice of Ideological and Political Education in Additive Manufacturing Courses under the Concept of Green Intelligent Manufacturing Open

Xu Guo · 2025

This paper explores the integration of ideological and political education into additive manufacturing courses within the framework of green smart manufacturing. Green smart manufacturing, which combines environmental sustainability with a…

Development and Practice of Additive Manufacturing Curriculum System for Emerging Engineering Education Open

Xu Guo · 2025

This paper presents the development and implementation of a comprehensive additive manufacturing (AM) course system tailored to the new engineering education framework. Emphasizing interdisciplinary collaboration, innovation, and practical…

Bioactive Evaluation of Naringenin in Ameliorating Hyperuricemia‐Induced Liver Injury by Inhibiting Xanthine Oxidase Open

Xiaoyue Zhang, Linfeng Liu, Zhaosen Fan, Nilufar Z. Mamadalieva, Chao Liu , et al. · 2025

Hyperuricemia (HUA) is one of main risk factors for liver injury, and xanthine oxidase (XOD) is an important target for HUA‐induced liver injury. As a typical natural active ingredient, naringenin (NAR) has been confirmed the good therapeu…

Study on the Performance and Mechanism of Microcapsule Self-Healing Asphalt Open

Tengteng Guo, Yuanzhao Chen, Chenze Fang, Jingyu Yang, Zhenxia Li , et al. · 2025

Study on Rheological Properties of Cotton Straw Fiber/Nano Calcium Carbonate Composite Modified Asphalt Open

Yuanzhao Chen, Tengteng Guo, Xu Guo, Chenze Fang, Jingyu Yang , et al. · 2025

Sfasllm: A Large Language Model-Inspired Experimental-Data-Driven Mechanics Framework for Visco-Hyperelastic Composite Soft Structures Open

Yicheng Lu, Xinjie Hu, Yichen Pu, Ning An, Shan Tang , et al. · 2025

Surface Lattice Structure Design Via Computational Conformal Mapping and Explicit Topology Optimization Open

Chang Liu, Xu Wu, Wendong Huo, Yilin Guo, Xu Guo · 2025

Study on the Performance and Mechanism of Microcapsule Self-Healing Asphalt Open

Tengteng Guo, Xu Guo, Yuanzhao Chen, Chenze Fang, Jingyu Yang , et al. · 2025

Communication-Efficient Decentralized Federated Graph Learning via Knowledge Distillation under Dual Heterogeneity Open

Guojiang Shen, Xu Guo, Haopeng Yuan, Jiaxin Du, Wenyi Zhang , et al. · 2025

Study on the Performance and Mechanism of Microcapsule Self-Healing Asphalt Open

Tengteng Guo, Yuanzhao Chen, Chenze Fang, Jingyu Yang, Zhenxia Li , et al. · 2025

Synergism Lubrication of Graphene Oxide and Carbon Nanotube in Uhmwpe Composites Under Water Sliding Condition Open

Binbin Li, Xincong Zhou, Jian Huang, Qipeng Huang, Xue‐Shen Liu , et al. · 2025

Interactive Design Under the Multi-Framework of Topology Optimization with Human Intervention Open

Xiaoying Zhuang, Wei Zhang, Sung‐Kie Youn, Xu Guo · 2024

This paper proposes a topology optimization method under a multi-framework approach that allows for human intervention.The objective is to leverage the rich experience and expertise of designers to dynamically adjust and control the optimi…

Microstructure and properties of Al-4.8Cu-0.45Mn-0.19Cd-0.18Ti-0.17Zr-0.14V aluminum alloy extrusion bar Open

Gaosong Wang, Zexi Long, Zhiyu Gao, Chenghao Liu, Xu Guo , et al. · 2024

The mechanical properties, texture transformation, and mechanism of Al–Cu–Mn alloy during annealing were studied using three-dimensional orientation distribution function (ODF), electron backscatter diffraction (EBSD), and transmission ele…

Nitrogen-fixing bacteria promote growth and bioactive components accumulation of Astragalus mongholicus by regulating plant metabolism and rhizosphere microbiota Open

Shi Zhiyong, Guo Yaxuan, Yuanyuan Wang, Xiang Yan, Xu Guo , et al. · 2024

Background The excessive application of chemical fertilizers in the cultivation of Astragalus mongholicus Bunge results in a reduction in the quality of the medicinal plant and compromises the sustainable productivity of the soil. PGPB ino…

Bibliometric and visual analysis of esophagogastric junction cancer research from 2002 to 2021 Open

Zhuoyin Wang, Xinming Li, Jili Hu, Xu Guo, Bu‐Lang Gao , et al. · 2024

Numerous studies related to esophagogastric junction cancer (EGC) have been published, and bibliometric analysis of these publications may be able to identify research hotspots and frontiers of EGC. Studies published on EGC between 2002 an…

Optimal design of fast adiabatic topological pumping in modulated lattices Open

Xianggui Ding, Zongliang Du, Jiachen Luo, Hui Chen, Zhenqun Guan , et al. · 2024

Utilizing synthetic dimensions generated by spatial or temporal modulation, topological pumping enables the exploration of higher-dimensional topological phenomena through lower-dimensional physical systems. In this Letter, we propose a ra…

Effect of pulsating flow on flow-induced vibrations of circular and square cylinders in the laminar regime Open

Xinyu Wang, Zhong-Liang Zhang, Kai Shi, Xuefeng Zhu, Xu Guo , et al. · 2024

Through fluid-structure interaction simulations, this study assesses the dynamic response characteristics of elastically mounted circular and square cylinders subjected to pulsating inflow conditions, providing valuable insights into the a…

Shell-infill composite structure design based on a hybrid explicit-implicit topology optimization method Open

Yilin Guo, Chang Liu, Xu Guo · 2024

The present paper introduces a hybrid explicit-implicit topology optimization method for shell-infill composite structure design. The proposed approach effectively combines the advantages of the explicit Moving Morphable Component (MMC) me…

Explicit design optimization of air rudders for maximizing stiffness and fundamental frequency Open

Yibo Jia, Wen Meng, Zongliang Du, Chang Liu, Shanwei Li , et al. · 2024

In aerospace engineering, there is a growing demand for lightweight design through topology optimization. This paper presents a novel design optimization method for stiffened air rudders, commonly used for aircraft attitude control, based …

Real-time generative design of diverse, "truly" optimized structures with controllable structural complexities Open

Zongliang Dua, Xinyu Ma, Wenyu Hao, Liang Yuan, Xiaoyu Zhang , et al. · 2024

Compared with traditional design methods, generative design significantly attracts engineers in various disciplines. In thiswork, howto achieve the real-time generative design of optimized structures with various diversities and controllab…

Problem-Independent Machine Learning (Piml) Enhanced 3d Graded Lattice Structures Optimization Via Moving Morphable Components Approach Open

Xu Wu, Chang Liu, Yilin Guo, Mengcheng Huang, Xu Guo · 2024

A Flattened Intramolecular Charge Transfer Based Fluorescent Probe for Imaging of Ocl– Open

Shutao Sun, Jia‐Shu Chen, Baoli Dong, Mu-xuan Wang, Xu Guo , et al. · 2024

Incorporating Lasso Regression to Physics-Informed Neural Network for Inverse PDE Problem Open

Meng Ma, F. H. Liu, Xu Guo, Zhi Zhai · 2024

Problem-Independent Machine Learning-Enhanced Structural Topology Optimization of Complex Design Domains Based on Isoparametric Elements Open

Linfeng Zhang, Mengcheng Huang, Chang Liu, Zongliang Du, Tianchen Cui , et al. · 2024

A High-Performance Parallel Algorithm Based on Problem Independent Machine Learning (Piml) for Large-Scale Topology Optimization Open

Xinyu Ma, Mengcheng Huang, Zongliang Du, Yilin Guo, Chang Liu , et al. · 2024

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