Author

Mathias Peirlinck

Delft University of TechnologyORCID 0000-0002-4948-5585Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Organism:human· 2 Assay:metabolomics· 2 Approach:deep learning· 1 Approach:experimental assay· 1 Approach:statistical model· 1

Frequent Co-Authors

Ellen Kuhl AiD· 2 shared Nele FamaeyiD· 2 shared Thibault VervenneiD· 2 shared Heleen FehervaryiD· 1 shared Nele DemeerssemaniD· 1 shared Nic VermeereniD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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2 shared papersBioengineering

Ellen Kuhl AORCID

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2 papers

Recent·Most cited

Stretching the Limits: From Planar-Biaxial Stress-Stretch to Arterial Pressure-Diameter

Thibault Vervenne, Nic Vermeeren, Nele Demeersseman, Heleen Fehervary, Mathias Peirlinck, Ellen Kuhl A, Nele Famaey

This study translates lab-based arterial stress-stretch data into clinically relevant pressure-diameter predictions using a fiber-reinforced model and systematic validation.

Journal of Biomechanical Engineering · Oct 13, 2025Peer-reviewedBioengineering

Constitutive neural networks for main pulmonary arteries: Discovering the undiscovered

Thibault Vervenne, Mathias Peirlinck, Nele Famaey, Ellen Kuhl A

Constitutive artificial neural networks trained on biaxial tests of 8 ovine main pulmonary artery samples consistently discover a two-term model: exponential first-invariant plus quadratic fifth-invariant terms.

Biomechanics and Modeling in Mechanobiology · Feb 24, 2025Peer-reviewedBioengineering✦ In-depth digest