52 citations · 115 across the 17 of their papers we have counts for
19 papers
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…
Clean up your Mesh! Part 1: Plane and simplex
Steven De Keninck, Martin Roelfs, Leo Dorst +1
We revisit the geometric foundations of mesh representation through the lens of Plane-based Geometric Algebra (PGA), questioning its efficiency and expressiveness for discrete geom…
Lepton Triptych I: Geometric Foundations of Electroweak Symmetry in the Real Clifford Algebra
Martin Roelfs, David Eelbode
This paper investigates how the spinor space of the electroweak gauge group can be derived using recent geometric techniques within the re…
The Willing Kingdon Clifford Algebra Library
Martin Roelfs
Kingdon is an open-source Python package designed to seamlessly integrate Geometric Algebra (GA) into existing workflows. Unlike previous GA libraries, kingdon is input-type-agnost…
Outer and Eigen: Tangent Concepts
David Eelbode, Martin Roelfs, Steven De Keninck
In this paper we use the power of the outer exponential of a bivector to see the so-called invariant decomposition from a different perspective. This is deeply connected…
From Invariant Decomposition to Spinors
Martin Roelfs, David Eelbode, Steven De Keninck
Plane-based Geometric Algebra (PGA) has revealed points in a -dimensional pseudo-Euclidean space to be represented by -blades rather than vectors. This d…