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  • Article
  • Open Access
15 Citations
15,093 Views
11 Pages

Deep Neural Network for 3D Shape Classification Based on Mesh Feature

  • Mengran Gao,
  • Ningjun Ruan,
  • Junpeng Shi and
  • Wanli Zhou

17 September 2022

Virtual reality, driverless cars, and robotics all make extensive use of 3D shape classification. One of the most popular ways to represent 3D data is with polygonal meshes. In particular, triangular mesh is frequently employed. A triangular mesh has...

(This article belongs to the Topic Advances in Array Signal Processing with Errors: Models, Algorithms and Applications)
  • Communication
  • Open Access
18 Citations
6,101 Views
12 Pages

Design of a Deployable Broadband Mesh Reflector Antenna for a SIGINT Satellite System Considering Surface Shape Deformation

  • Changhyeon Im,
  • Wongu Seo,
  • Seulgi Park,
  • Kihun Kim and ,
  • Sungkyun Park and
  • Hosung Choo
  • + 1 author+ 0 author

8 January 2024

In this paper, we propose a deployable broadband mesh reflector antenna for use in signals intelligence (SIGINT) satellite systems, considering performance degradation due to shape deformation. To maximize gain by increasing the diameter of the refle...

(This article belongs to the Section Communications)
  • Article
  • Open Access
11 Citations
6,352 Views
21 Pages

9 September 2024

This paper describes the design and experimental verification of a 6 m parabolic deployable mesh reflector antenna mechanism based on a superelastic shape memory alloy. This antenna mainly consists of a deployable primary reflector with a superelasti...

(This article belongs to the Section Astronautics & Space Science)
  • Article
  • Open Access
Aerospace2026, 13(11), 1041;https://doi.org/10.3390/aerospace13111041 
(registering DOI)

8 November 2026

Repeated computational fluid dynamics (CFD)-based aerodynamic optimization requires both a compact design space and an inexpensive mesh-update procedure. This study presents a reduced-parameter-to-mesh framework in which low-dimensional variables act...

(This article belongs to the Special Issue Advanced Fluid Flow Modeling and Next-Generation Engineering Simulations and Optimization in Aerospace Applications)
  • Article
  • Open Access
14 Citations
4,953 Views
22 Pages

Influence of the Shape of Gear Wheel Bodies in Marine Engines on the Gearing Deformation and Meshing Stiffness

  • Silvia Maláková,
  • Michal Puškár,
  • Peter Frankovský,
  • Samuel Sivák and
  • Daniela Harachová

26 September 2021

The basic properties of gears must be considered: the shape of their gearing, their load capacity, and the meshing stiffness, which affects the noise and vibration. When designing large gears, it is important to choose the correct shape of the gear b...

(This article belongs to the Special Issue Marine Engines Performance and Emissions II)
  • Article
  • Open Access
1 Citations
1,992 Views
14 Pages

Stretchable and Shape-Transformable Organohydrogel with Gallium Mesh Frame

  • Mincheol Lee,
  • Youngjin Choi,
  • Young Min Bae,
  • Seonghyeon Nam and
  • Kiyoung Shin

26 November 2024

Shape-memory materials are widely utilized in biomedical devices and tissue engineering, particularly for their ability to undergo predefined shape changes in response to external stimuli. In this study, a shape-transformable organohydrogel was devel...

(This article belongs to the Section Gel Processing and Engineering)
  • Article
  • Open Access
23 Citations
4,984 Views
17 Pages

An Effective Mesh Deformation Approach for Hull Shape Design by Optimization

  • Diego Villa,
  • Francesco Furcas,
  • Jan Oscar Pralits,
  • Giuliano Vernengo and
  • Stefano Gaggero

12 October 2021

A method for the morphing of surface/volume meshes suitable to be used in hydrodynamic shape optimization is proposed. Built in the OpenFOAM environment, it relies on a Laplace equation that propagates the modifications of the surface boundaries, rea...

(This article belongs to the Special Issue Shape Optimization of Engineering Systems for Superior Hydrodynamic Performance)
  • Article
  • Open Access
883 Views
16 Pages

4 December 2025

White croaker (Pennahia argentata) is an ecologically and economically relevant fish species targeted by demersal trawls using diamond-mesh codends at fishing grounds in China, Japan, and Korea. However, the stock has been overexploited, and the capt...

(This article belongs to the Special Issue Sustainable Fisheries Dynamics)
  • Article
  • Open Access
55 Citations
8,161 Views
22 Pages

11 February 2021

In the field of parametric partial differential equations, shape optimization represents a challenging problem due to the required computational resources. In this contribution, a data-driven framework involving multiple reduction techniques is propo...

(This article belongs to the Special Issue Shape Optimization of Engineering Systems for Superior Hydrodynamic Performance)
  • Article
  • Open Access
5 Citations
6,014 Views
17 Pages

Mesh Twisting Technique for Swirl Induced Laminar Flow Used to Determine a Desired Blade Shape

  • Ásdís Helgadóttir,
  • Sylvain Lalot,
  • Francois Beaubert and
  • Halldór Pálsson

10 October 2018

Swirling flow has been shown to increase heat transfer in heat exchangers. However, producing swirl while not presenting a severe pressure drop can be a challenge. In this paper, a desired shape of guidance blades for laminar swirl flow is determined...

(This article belongs to the Section Mechanical Engineering)
  • Article
  • Open Access
459 Views
23 Pages

2 September 2026

Soft robotic and wearable systems increasingly require actuators that conform to curved surfaces and stretch with the structures they are mounted on, yet conventional shape memory alloy (SMA) form factors—wires, springs, and sheets—remain...

(This article belongs to the Section Actuators for Robotics)
  • Article
  • Open Access
3 Citations
2,670 Views
17 Pages

Shape Transformation Approaches for Fluid Dynamic Optimization

  • Peter Marvin Müller,
  • Georgios Bletsos and
  • Thomas Rung

The contribution is devoted to combined shape- and mesh-update strategies for parameter-free (CAD-free) shape optimization methods. Three different strategies to translate the shape sensitivities computed by adjoint shape optimization procedures into...

(This article belongs to the Special Issue Adjoint Method for Aerodynamic Design and Other Applications in CFD)
  • Article
  • Open Access
18 Citations
4,269 Views
15 Pages

A Shape-Preserving Simplification Method for Urban Building Models

  • Hanyu Xiang,
  • Xianfeng Huang,
  • Feng Lan,
  • Chong Yang and ,
  • Yunlong Gao,
  • Wenyu Wu and
  • Fan Zhang
  • + 2 authors+ 0 author

With the expansion of model scale and the improvement of model accuracy, the real-time rendering and displaying of 3D mesh models remain infeasible. To relieve such pressure, mesh simplification methods have been proposed to reduce the structural com...

  • Article
  • Open Access
4 Citations
4,755 Views
15 Pages

1 October 2022

Following the significant success of the transformer in NLP and computer vision, this paper attempts to extend it to 3D triangle mesh. The aim is to determine the shape’s global representation using the transformer and capture the inherent mani...

(This article belongs to the Topic Topology vs. Geometry in Data Analysis/Machine Learning)
  • Article
  • Open Access
4 Citations
2,999 Views
13 Pages

Parametric Blending of Hole Patches Based on Shape Difference

  • Jung-Ho Park,
  • Sanghun Park and
  • Seung-Hyun Yoon

23 October 2020

A triangular mesh obtained by scanning 3D models typically contains holes. We present an effective technique for filling a hole in a triangular mesh in geometric modeling. Simple triangulation of a hole is refined and remeshed iteratively to generate...

(This article belongs to the Section A: Computer Science)
  • Letter
  • Open Access
2 Citations
812 Views
2 Pages

Innovative Intraoperative Titanium Mesh Preparation for Safer Implantation

  • Vigneswaran Nallathamby,
  • Hanjing Lee,
  • Jane Lim,
  • Wei Chen Ong and
  • Thiam Chye Lim

Titanium meshes have been extensively used in craniomaxillofacial surgery. The benefits of these titanium implants include being inert, stable, and radiopaque and having good drainage properties. The titanium mesh is cut to shape and bent before impl...

  • Article
  • Open Access
1 Citations
1,211 Views
16 Pages

Given a triangular mesh in R3 with a family of points associated with its vertices along with vectors associated with its edges, we propose a novel technique for the construction of locally generated fitting parametrized G1-spline interpolation surfa...

  • Article
  • Open Access
2 Citations
4,356 Views
17 Pages

Integration within Fluid Dynamic Solvers of an Advanced Geometric Parameterization Based on Mesh Morphing

  • Ubaldo Cella,
  • Daniele Patrizi,
  • Stefano Porziani,
  • Torbjörn Virdung and
  • Marco Evangelos Biancolini

16 September 2022

Numerical optimization procedures are one of the most powerful approaches with which to support design processes. Their implementation, nevertheless, involves several conceptual and practical complexities. One of the key points relates to the geometr...

(This article belongs to the Special Issue Aerodynamics and Aeroacoustics of Vehicles, Volume II)
  • Article
  • Open Access
1 Citations
4,769 Views
31 Pages

30 June 2020

This paper presents a workflow for B-rep solid model generation of organic objects using T-splines constructed with quad-meshes. The aim is the creation of geometrically and topologically consistent B-rep solid models of heritage objects featuring or...

  • Article
  • Open Access
2 Citations
2,338 Views
18 Pages

29 June 2023

A metallic wire mesh screen, wire diameter of approximately 50 μm, is folded into ~80 “accordion-shaped” mini-channels and placed inside the evaporator package of a novel passive thermal management device for cooling overhead light-emi...

(This article belongs to the Section J: Thermal Management)
  • Article
  • Open Access
18 Citations
5,109 Views
15 Pages

Aerodynamic Characteristics of a Z-Shaped Folding Wing

  • Yongchang Huang,
  • Xiangying Guo and
  • Dongxing Cao

24 August 2023

Z-shaped folding wings have the potential to enhance the flight performance of an aircraft, contingent upon its mission requirements. However, the current scope of research on unmanned aerial vehicles (UAVs) with Z-shaped folding wings primarily focu...

(This article belongs to the Special Issue Aerodynamics Design)
  • Proceeding Paper
  • Open Access
3 Citations
1,577 Views
18 Pages

Shape Optimization of Frame Structures Through a Hybrid Two-Dimensional Analytical and Three-Dimensional Numerical Approach

  • Andrea Lopez,
  • Christian Iandiorio,
  • Daniele Milani,
  • Pietro Salvini and
  • Marco E. Biancolini

In this work, we propose a method for the shape optimization of frame structures using a mixed analytical–numerical approach. The goal is to achieve a uniform-strength frame structure, ensuring optimal material utilization and weight minimizati...

(This article belongs to the Proceedings of The 53rd Conference of the Italian Scientific Society of Mechanical Engineering Design)
  • Article
  • Open Access
1 Citations
2,658 Views
16 Pages

Integrating a Stabilized Radial Basis Function Method with Lattice Boltzmann Method

  • Saleh A. Bawazeer,
  • Saleh S. Baakeem and
  • Abdulmajeed A. Mohamad

4 February 2022

The lattice Boltzmann method (LBM) has two key steps: collision and streaming. In a conventional LBM, the streaming is exact, where each distribution function is perfectly shifted to the neighbor node on the uniform mesh arrangement. This advantage m...

  • Feature Paper
  • Article
  • Open Access
20 Citations
8,567 Views
14 Pages

Shape-Memory Nanofiber Meshes with Programmable Cell Orientation

  • Eri Niiyama,
  • Kanta Tanabe,
  • Koichiro Uto,
  • Akihiko Kikuchi and
  • Mitsuhiro Ebara

1 March 2019

In this work we report the rational design of temperature-responsive nanofiber meshes with shape-memory properties. Meshes were fabricated by electrospinning poly(ε-caprolactone) (PCL)-based polyurethane with varying ratios of soft (PCL diol)...

(This article belongs to the Special Issue Electrospun Polymer Nanofibers for Food and Health Applications)
  • Article
  • Open Access
2 Citations
2,321 Views
19 Pages

7 August 2025

With countries around the world required to change their energy systems to mitigate climate change, offshore wind power has become one of the most important renewable energy sources. This study aims to analyze the potential for offshore wind power ge...

(This article belongs to the Section A3: Wind, Wave and Tidal Energy)
  • Article
  • Open Access
4 Citations
6,279 Views
17 Pages

Simulation of Compound Rolls Produced by Electroslag Remelting Cladding Method

  • Zhiwen Hou,
  • Yanwu Dong,
  • Zhouhua Jiang,
  • Xin Deng and ,
  • Yulong Cao,
  • Haibo Cao,
  • Lev Medovar and
  • Ganna Stovpchenko
  • + 3 authors+ 0 author

29 June 2018

Electroslag remelting cladding (ESRC) with a t-shape current carrying mold was adopted to make a compound roll including a working layer and mandrel. A comprehensive coupled transient model was established to reveal the basic phenomena of electromagn...

  • Article
  • Open Access
7 Citations
4,615 Views
15 Pages

Fast Optimization Design of the Flexure for a Space Mirror Based on Mesh Deformation

  • Fengchang Liu,
  • Wei Li,
  • Weiguo Zhao,
  • Xiaodong Wang and
  • Xiaoyu Wang

10 December 2021

According to the requirements of high force-thermal stability and high performance of a space telescope, a space mirror assembly must not be influenced by environmental factors. In this study, a space mirror assembly under load conditions, such as gr...

  • Article
  • Open Access
6 Citations
3,351 Views
16 Pages

Simplified Model Predicts Binder Behavior in Sand Mold Printing

  • Yen-Ting Li,
  • Yih-Lin Cheng and
  • Kea-Tiong Tang

9 June 2023

Binder jetting is a crucial process in additive manufacturing (AM) and is widely used in sand mold casting. This study explores the challenges of simulating binder droplets in ANSYS Fluent, including complexity and computational time. To overcome the...

(This article belongs to the Section Additive Manufacturing Technologies)
  • Article
  • Open Access
10 Citations
8,998 Views
22 Pages

Shape Optimization of a Shell in Comsol Multiphysics

  • Evgenia Ermakova,
  • Timur Elberdov and
  • Marina Rynkovskaya

Optimization calculations are currently an actual and in-demand direction of computer-aided design. It allows not only the identification of the future characteristics of an object, but also the implementation of its exact model using a set of variou...

(This article belongs to the Special Issue Recent Advances in Process Modeling and Optimisation)
  • Article
  • Open Access
8 Citations
3,302 Views
7 Pages

Shaping of Aluminum Foam during Foaming of Precursor Using Steel Mesh with Various Opening Ratios

  • Yoshihiko Hangai,
  • Ryohei Nagahiro,
  • Masataka Ohashi,
  • Kenji Amagai and ,
  • Takao Utsunomiya and
  • Nobuhiro Yoshikawa
  • + 1 author+ 0 author

13 February 2019

In this study, steel meshes with various opening ratios φ were used to shape aluminum foams during precursor foaming. The effect of φ on the heating rate and shape of the obtained aluminum foams was investigated. It was found that steel meshe...

  • Article
  • Open Access
17 Citations
12,563 Views
41 Pages

28 September 2021

A good mesh is a prerequisite for achieving reliable results from Computational Fluid Dynamics (CFD) calculations. Mesh properties include mesh types, computational domain sizes, and node distributions. However, in literature, we found no clear conse...

(This article belongs to the Special Issue Ship Dynamics and Hydrodynamics)
  • Article
  • Open Access
15 Citations
4,707 Views
21 Pages

11 April 2019

The gear is one of the important parts of a rotary gearbox. Once catastrophic gear failure occurs, it will cause a great threat to production and life safety. The crack is an important failure factor causing changes in time-varying stiffness and vibr...

  • Article
  • Open Access
3 Citations
4,243 Views
19 Pages

Two-Phase Flow Simulations Using 1D Centerline-Based C- and U-Shaped Pipe Meshes

  • Thinh Quy Duc Pham,
  • Jichan Jeon,
  • Daeseong Jo and
  • Sanghun Choi

25 February 2021

This study aims to investigate the pressure changes, bubble dynamics, and flow physics inside the U- and C-shaped pipes with four different gravitational directions. The simulation is performed using a 1D centerline-based mesh generation technique al...

(This article belongs to the Special Issue Computational Fluid Mechanics and Heat Transfer)
  • Article
  • Open Access
1 Citations
975 Views
15 Pages

3 July 2025

In order to improve the uniformity of microwave heating, moving components are often added to the cavity. For higher uniformity or greater industrial processing capacity, samples often perform large-scale movements such as rotating and lifting motion...

(This article belongs to the Section Chemical Processes and Systems)
  • Article
  • Open Access
15 Citations
5,172 Views
26 Pages

30 June 2020

Scattered data interpolation is important in sciences, engineering, and medical-based problems. Quartic Bézier triangular patches with 15 control points (ordinates) can also be used for scattered data interpolation. However, this method has a...

(This article belongs to the Special Issue Mesh Methods - Numerical Analysis and Experiments)
  • Article
  • Open Access
5 Citations
2,726 Views
12 Pages

11 February 2022

In this paper, we propose a polarization-selective electromagnetic (EM) transparent mesh-type E-shaped antenna unit-cell in a shared aperture. The proposed antenna unit-cell, which can be expanded to a larger array in a modular way, has one S-band an...

(This article belongs to the Special Issue Antenna Design for Microwave and Millimeter Wave Applications II: Latest Advances and Prospects)
  • Article
  • Open Access
4 Citations
1,875 Views
11 Pages

In order to optimize the size selectivity of demersal trawl targeting Banded Scad, Alepes djedaba, in the South China Sea (SCS), we tested and compared the selective properties of four experimental codends. These codends included two diamond-mesh cod...

(This article belongs to the Section Marine Aquaculture)
  • Article
  • Open Access
25 Citations
9,958 Views
19 Pages

Linear Regression vs. Deep Learning: A Simple Yet Effective Baseline for Human Body Measurement

  • Kristijan Bartol,
  • David Bojanić,
  • Tomislav Petković,
  • Stanislav Peharec and
  • Tomislav Pribanić

28 February 2022

We propose a linear regression model for the estimation of human body measurements. The input to the model only consists of the information that a person can self-estimate, such as height and weight. We evaluate our model against the state-of-the-art...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
8 Citations
1,631 Views
28 Pages

Laser Scanning for Canopy Characterization in Hazelnut Trees: A Preliminary Approach to Define Growth Habitus Descriptor

  • Raffaella Brigante,
  • Laura Marconi,
  • Simona Lucia Facchin,
  • Franco Famiani and ,
  • Marta Sánchez Piñero,
  • Silvia Portarena,
  • Rodrigo José De Vargas,
  • Fabiola Villa,
  • Chiara Traini and
  • Daniela Farinelli
  • + 7 authors+ 2 authors

The accurate definition of tree growth descriptors is a crucial step in enhancing orchard management, allowing cultivar identification within an orchard and in new genotype selection for breeding programs. In apple, almond, and olive orchards, Terres...

(This article belongs to the Special Issue Application of Smart Technologies in Orchard Management)
  • Article
  • Open Access
2 Citations
1,594 Views
21 Pages

We propose a method for establishing a Constrained Delaunay Triangulation CDT applied to 2D binary images of high morphological complexity. A prerequisite for CDT is the unbiased definition of the Planar Straight-Line Graph PSLG, which must respect t...

  • Article
  • Open Access
2 Citations
3,473 Views
26 Pages

Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks

  • Robert Kosk,
  • Richard Southern,
  • Lihua You,
  • Shaojun Bian and ,
  • Willem Kokke and
  • Greg Maguire
  • + 1 author+ 0 author

With the rising popularity of virtual worlds, the importance of data-driven parametric models of 3D meshes has grown rapidly. Numerous applications, such as computer vision, procedural generation, and mesh editing, vastly rely on these models. Howeve...

(This article belongs to the Special Issue Selected Papers from Young Researchers in AI for Computer Vision)
  • Article
  • Open Access
2 Citations
5,232 Views
18 Pages

5 May 2016

In this paper, a reconfigurable mesh-tree with a disjoint hierarchical routing protocol for the Bluetooth sensor network is proposed. First, a designated root constructs a tree-shaped subnet and propagates parameters k and c in its downstream directi...

(This article belongs to the Special Issue Wireless Rechargeable Sensor Networks)
  • Article
  • Open Access
15 Citations
4,869 Views
16 Pages

Medical- and Non-Medical-Grade Polycaprolactone Mesh Printing for Prolapse Repair: Establishment of Melt Electrowriting Prototype Parameters

  • Maria F. R. Vaz,
  • Joana A. P. Martins,
  • Fábio Pinheiro,
  • Nuno M. Ferreira and ,
  • Sofia Brandão,
  • Jorge L. Alves,
  • António A. Fernandes,
  • Marco P. L. Parente and
  • Maria E. T. Silva
  • + 4 authors+ 0 author

23 October 2024

Pelvic organ prolapse (POP) occurs due to inadequate support of female pelvic organs and is often treated with synthetic implants. However, complications like infections, mesh shrinkage, and tissue erosion can arise due to biomechanical incompatibili...

(This article belongs to the Special Issue 3D Printing Technologies and Additive Manufacturing: Recent Advances and Applications)
  • Article
  • Open Access
2 Citations
4,252 Views
15 Pages

28 October 2024

Recent studies have explored the generation of three-dimensional (3D) meshes from single images. A key challenge in this area is the difficulty of improving both the generalization and detail simultaneously in 3D mesh generation. To address this issu...

(This article belongs to the Special Issue New Trends of Machine Learning Applications in Computer Graphics and Image Processing)
  • Article
  • Open Access
1 Citations
1,978 Views
32 Pages

21 January 2026

This paper reports on a fully automatic structured Computational Fluid Dynamics (CFD) mesh generation method based on a parametric multi-block topology for airfoil configurations. The method parameterizes the control vertices and the control edges, w...

(This article belongs to the Section Aerospace Science and Engineering)
  • Feature Paper
  • Article
  • Open Access
9 Citations
3,190 Views
14 Pages

30 September 2020

One of the most widely used methods for representing the shapes of ships and offshore plants is triangular mesh, which has a simple structure and is easy to visualize. In particular, lightweight models composed of triangular meshes are often used as...

(This article belongs to the Special Issue Smart Technologies for Shipbuilding)
  • Article
  • Open Access
2 Citations
2,265 Views
13 Pages

Enhancing Polymethyl Methacrylate Prostheses for Cranioplasty with Ti mesh Inlays

  • Gargi Shankar Nayak,
  • Heinz Palkowski and
  • Adele Carradò

Biocompatible polymers such as polymethyl methacrylate (PMMA), despite fulfilling biomedical aspects, lack the mechanical strength needed for hard-tissue implant applications. This gap can be closed by using composites with metallic reinforcements, a...

(This article belongs to the Section Bone Biomaterials)
  • Article
  • Open Access
10 Citations
3,679 Views
12 Pages

13 January 2023

Many recent studies show that the performance of Savonius turbines can be considerably increased by using wind deflectors. Axisymmetric deflectors are particularly interesting; they concentrate the wind flow in all directions. This study aims to aero...

  • Article
  • Open Access
2,265 Views
16 Pages

13 May 2023

Reconstructing 3D models from a single image has numerous applications in fields such as VR/AR, medical imaging, and gaming. However, most mesh-based methods are limited by the use of 0-genus initial templates, which makes it difficult to reconstruct...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access
3 Citations
4,203 Views
13 Pages

Parametric Blending of Triangular Meshes

  • Min-Chul Shin,
  • Hae-Do Hwang,
  • Seung-Hyun Yoon and
  • Jieun Lee

9 November 2018

We present a new method for constructing a parametric blending surface that smoothly connects two triangular meshes. A user selects a subregion on each triangular mesh. The local parameterizations of two selected regions are found by using geodesic p...

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