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Content available in repository
Personal profile
Research profile
Education/Academic qualification
Mathematics, Doctor, Euclidean Equivariant Processing and Machine Learning on Position-Orientation Space
Award Date: 26 Nov 2025
Mathematics, Master, Simulation of Viscoplastic Materials using Smoothed Particle Hydrodynamics, Eindhoven University of Technology
1 Sept 2019 → 31 Aug 2021
Mathematics, Bachelor, Constructing Shortest Covering Walks of Neighbour-swap Graphs, Eindhoven University of Technology
1 Sept 2016 → 31 Aug 2019
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Research output
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Generalized Reduction to the Isotropy for Flexible Equivariant Neural Fields
García-Castellanos, A., Bellaard, G., Duits, R., Pelt, D. & Bekkers, E. J., 1 Mar 2026, In: arXiv.Research output: Contribution to journal › Article › Academic
File4 Downloads (Pure) -
Universal Collection of Euclidean Invariants between Pairs of Position-Orientations
Bellaard, G. (Corresponding author), Smets, B. M. N. & Duits, R., 2026, Geometric Science of Information : 7th International Conference, GSI 2025, Saint-Malo, France, October 29–31, 2025, Proceedings, Part I. Nielsen, F. & Barbaresco, F. (eds.). Cham: Springer Nature, p. 24-33 10 p. (Lecture Notes in Computer Science (LNCS); vol. 16033).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Analysis and Computation of Geodesic Distances on Reductive Homogeneous Spaces
Duits, R., Bellaard, G. & Tumpach, B., 2 Oct 2025, arXiv.org, 11 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Entropic Optimal Transport with Data-Driven Metrics on the Roto-Translation Group
Pai, G. (Corresponding author-nrf), Bellaard, G., Sengers, R., Florack, L. & Duits, R., 17 May 2025, Scale Space and Variational Methods in Computer Vision: 10th International Conference, SSVM 2025, Dartington, UK, May 18–22, 2025, Proceedings, Part II. Bubba, T. A., Gaburro, R., Gazzola, S., Papafitsoros, K., Pereyra, M. & Schönlieb, C.-B. (eds.). Cham: Springer, p. 350-363 14 p. (Lecture Notes in Computer Science (LNCS); vol. 15668).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile24 Downloads (Pure) -
Euclidean Equivariant Processing and Machine Learning on Position-Orientation Space
Bellaard, G., 26 Nov 2025, Eindhoven: Eindhoven University of Technology. 215 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile189 Downloads (Pure)
Thesis
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Constructing shortest covering walks of neighbour-swap graphs: generating linear extensions of posets by adjacent transpositions
Bellaard, G. (Author), Verhoeff, T. (Supervisor 1), 24 Jul 2019Student thesis: Bachelor
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Simulation of Viscoplastic Materials using Smoothed Particle Hydrodynamics: With a focus on printer concrete
Bellaard, G. (Author), van der Linden, B. (Supervisor 1), 14 Jun 2021Student thesis: Master
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