3 papers
cs.CE2026
Process-Aware Thickness Analysis in CAD Models using Hybrid Geometric Methods
Serafeim Baltadouros, Joost R. Duflou
Thickness is a critical geometric attribute in Design for Manufacturability (DFM), yet its computational analysis in CAD environments remains largely process-agnostic. Existing app…
cs.CE2026
Hemispherical Ray-Casting Analysis for Milling Configuration Classification and Machinability Assessment
Serafeim Baltadouros, Joost R. Duflou, Bert Lauwers
Early-stage manufacturability assessment reduces design iterations and costly downstream changes. This paper presents a GPU-accelerated geometric analysis method that evaluates CNC…
cs.CV2026
CAD-feature enhanced machine learning for manufacturing effort estimation on sheet metal bending parts
Matteo Ballegeer, Toon Van Camp, Willem Jaspers +6
Graph-based machine learning has emerged as a promising approach for manufacturability analysis by learning directly from CAD models represented as Boundary Representations (B-reps…