Trends of machine learning in additive manufacturing

FW Baumann, A Sekulla, M Hassler… - … Journal of Rapid …, 2018 - inderscienceonline.com
In this work, the influence on and application of machine learning (ML) to the domain of
Additive Manufacturing or synonymously 3D printing is reviewed. Existing literature is …

Brepnet: A topological message passing system for solid models

JG Lambourne, KDD Willis… - Proceedings of the …, 2021 - openaccess.thecvf.com
Boundary representation (B-rep) models are the standard way 3D shapes are described in
Computer-Aided Design (CAD) applications. They combine lightweight parametric curves …

A critical review of process monitoring for laser-based additive manufacturing

A Das, D Ghosh, SF Lau, P Srivastava, A Ghosh… - Advanced Engineering …, 2024 - Elsevier
Additive manufacturing (AM) is a versatile, primary manufacturing method widely employed
in aerospace, medical, and automotive industries. This environmentally friendly process …

Smart cloud collocation: geometry-aware adaptivity directly from CAD

T Jacquemin, P Suchde, SPA Bordas - Computer-Aided Design, 2023 - Elsevier
Abstract Computer Aided Design (CAD) is widely used in the creation and optimization of
various industrial systems and processes. Transforming a CAD geometry into a …

Preliminary investigation on unstructured mesh generation technique based on advancing front method and machine learning methods

W Nianhua, L Peng, C Xinghua… - Chinese Journal of …, 2021 - lxxb.cstam.org.cn
Mesh generation and adaptation are bottleneck problems restricting future development of
computational fluid dynamics (CFD). Automatic and intelligent mesh generation is still worth …

基于机器学习的非结构网格阵面推进生成技术初探

王年华, 鲁鹏, 常兴华, 张来平 - 力学学报, 2021 - lxxb.cstam.org.cn
网格生成和自适应是制约计算流体力学未来发展的瓶颈问题之一, 网格生成自动化和智能化仍是
一个需要持续研究的领域. 随着高性能计算算力的提升和大数据时代的到来 …

A survey on partitioning models, solution algorithms and algorithm parallelization for hardware/software co-design

N Hou, X Yan, F He - Design Automation for Embedded Systems, 2019 - Springer
In electronic design automation, hardware/software co-design significantly reduces the time-
to-market and improves the performance of embedded systems. With the increasing scale of …

Capturing simulation intent in an ontology: CAD and CAE integration application

F Boussuge, CM Tierney, H Vilmart… - Journal of …, 2019 - Taylor & Francis
Computational simulation is critical in the modern engineering design process. Currently,
the use of simulation is limited by the time-consuming process of converting CAD …

The generation of tetrahedral meshes for NURBS-enhanced FEM

X Zou, SB Lo, R Sevilla, O Hassan… - Engineering with …, 2024 - Springer
This work presents the first method for generating tetrahedral-based volume meshes
dedicated to the NURBS-enhanced finite element method (NEFEM). Built upon the …

The generation of triangular meshes for NURBS‐enhanced FEM

R Sevilla, L Rees, O Hassan - International Journal for …, 2016 - Wiley Online Library
This paper presents the first method that enables the fully automatic generation of triangular
meshes suitable for the so‐called non‐uniform rational B‐spline (NURBS)‐enhanced finite …