On the use of artificial neural networks in topology optimisation
RV Woldseth, N Aage, JA Bærentzen… - Structural and …, 2022 - Springer
The question of how methods from the field of artificial intelligence can help improve the
conventional frameworks for topology optimisation has received increasing attention over …
conventional frameworks for topology optimisation has received increasing attention over …
A review of automotive spare-part reconstruction based on additive manufacturing
E Dalpadulo, A Petruccioli, F Gherardini… - Journal of Manufacturing …, 2022 - mdpi.com
In the Industry 4.0 scenario, additive manufacturing (AM) technologies play a fundamental
role in the automotive field, even in more traditional sectors such as the restoration of …
role in the automotive field, even in more traditional sectors such as the restoration of …
Fusion 360 gallery: A dataset and environment for programmatic cad construction from human design sequences
Parametric computer-aided design (CAD) is a standard paradigm used to design
manufactured objects, where a 3D shape is represented as a program supported by the …
manufactured objects, where a 3D shape is represented as a program supported by the …
Point2cyl: Reverse engineering 3d objects from point clouds to extrusion cylinders
Abstract We propose Point2Cyl, a supervised network transforming a raw 3D point cloud to a
set of extrusion cylinders. Reverse engineering from a raw geometry to a CAD model is an …
set of extrusion cylinders. Reverse engineering from a raw geometry to a CAD model is an …
Secad-net: Self-supervised cad reconstruction by learning sketch-extrude operations
Reverse engineering CAD models from raw geometry is a classic but strenuous research
problem. Previous learning-based methods rely heavily on labels due to the supervised …
problem. Previous learning-based methods rely heavily on labels due to the supervised …
Engineering sketch generation for computer-aided design
KDD Willis, PK Jayaraman… - Proceedings of the …, 2021 - openaccess.thecvf.com
Engineering sketches form the 2D basis of parametric Computer-Aided Design (CAD), the
foremost modeling paradigm for manufactured objects. In this paper we tackle the problem …
foremost modeling paradigm for manufactured objects. In this paper we tackle the problem …
Reconstructing editable prismatic cad from rounded voxel models
Reverse Engineering a CAD shape from other representations is an important geometric
processing step for many downstream applications. In this work, we introduce a novel neural …
processing step for many downstream applications. In this work, we introduce a novel neural …
A digital twin-based approach for the management of geometrical deviations during assembly processes
The recent transformation in the aeronautical industry gives new prospects in the field of
product geometry assurance. These include, in particular the creation of sophisticated virtual …
product geometry assurance. These include, in particular the creation of sophisticated virtual …
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
Abstract Computer-Aided Design (CAD) model reconstruction from point clouds is an
important problem at the intersection of computer vision graphics and machine learning; it …
important problem at the intersection of computer vision graphics and machine learning; it …
Reconstruction of LoD-2 building models guided by Façade structures from oblique photogrammetric point cloud
Due to the façade visibility, intuitive expression, and multi-view redundancy, oblique
photogrammetry can provide optional data for large-scale urban LoD-2 reconstruction …
photogrammetry can provide optional data for large-scale urban LoD-2 reconstruction …