Publications by authors named "Kevin Linka"

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The reproduction number of COVID-19 and its correlation with public health interventions.
Kevin Linka, Mathias Peirlinck, Ellen Kuhl

July 2020

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A computational model of coronary arteries with in-stent restenosis coupling hemodynamics and pharmacokinetics with growth mechanics.
Anna Ranno, Kiran Manjunatha, Thore Koritzius, Ivo Steinbrecher, Norbert Hosters, Kevin Linka

Sci Rep· November 2025

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Functional partitioning through competitive learning.
Marius Tacke, Matthias Busch, Kevin Linka, Christian Cyron, Roland Aydin

Front Artif Intell· November 2025

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Model Extracellular Matrix Maturation Under Variable Stress Conditions.
Christian A Boehm, Mahmoud Sesa, Vytautas Kucikas, Marc van Zandvoort, Kevin Linka

Tissue Eng Part A· July 2025

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Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling.
Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl

Comput Biol Med· March 2025

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Machine learning reveals correlations between brain age and mechanics.
Mayra Hoppstädter, Kevin Linka, Ellen Kuhl, Marion Schmicke, Markus Böl

Acta Biomater· December 2024

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The mechanical and sensory signature of plant-based and animal meat.
Skyler R St Pierre, Ethan C Darwin, Divya Adil, Magaly C Aviles, Archer Date, Kevin Linka

NPJ Sci Food· November 2024

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Democratizing biomedical simulation through automated model discovery and a universal material subroutine.
Mathias Peirlinck, Kevin Linka, Juan A Hurtado, Gerhard A Holzapfel, Ellen Kuhl

Comput Mech· August 2024

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Benchmarking physics-informed frameworks for data-driven hyperelasticity.
Vahidullah Taç, Kevin Linka, Francisco Sahli-Costabal, Ellen Kuhl, Adrian Buganza Tepole

Comput Mech· January 2024

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Automated model discovery for muscle using constitutive recurrent neural networks.
Lucy M Wang, Kevin Linka, Ellen Kuhl

J Mech Behav Biomed Mater· September 2023

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Automated model discovery for human brain using Constitutive Artificial Neural Networks.
Kevin Linka, Sarah R St Pierre, Ellen Kuhl

Acta Biomater· April 2023

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Predicting and understanding arterial elasticity from key microstructural features by bidirectional deep learning.
Kevin Linka, Cristina Cavinato, Jay D Humphrey, Christian J Cyron

Acta Biomater· July 2022

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Neural network surgery: Combining training with topology optimization.
Elisabeth J Schiessler, Roland C Aydin, Kevin Linka, Christian J Cyron

Neural Netw· December 2021

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Predictive constitutive modelling of arteries by deep learning.
Gerhard A Holzapfel, Kevin Linka, Selda Sherifova, Christian J Cyron

J R Soc Interface· September 2021

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Are college campuses superspreaders? A data-driven modeling study.
Hannah Lu, Cortney Weintz, Joseph Pace, Dhiraj Indana, Kevin Linka

Comput Methods Biomech Biomed Engin· August 2021

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No pressure, no diamonds? - Static vs. dynamic compressive in-situ loading to evaluate human articular cartilage functionality by functional MRI.
Daniel Truhn, Ken Tonio Zwingenberger, Justus Schock, Daniel Benjamin Abrar, Karl Ludger Radke, Kevin Linka

J Mech Behav Biomed Mater· August 2021

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Effects of B.1.1.7 and B.1.351 on COVID-19 Dynamics: A Campus Reopening Study.
Kevin Linka, Mathias Peirlinck, Amelie Schäfer, Oguz Ziya Tikenogullari, Alain Goriely

Arch Comput Methods Eng· August 2021

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Unraveling the Local Relation Between Tissue Composition and Human Brain Mechanics Through Machine Learning.
Kevin Linka, Nina Reiter, Jasmin Würges, Martin Schicht, Lars Bräuer

Front Bioeng Biotechnol· August 2021

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Bayesian Physics-Based Modeling of Tau Propagation in Alzheimer's Disease.
Amelie Schäfer, Mathias Peirlinck, Kevin Linka, Ellen Kuhl,

Front Physiol· July 2021

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Global and local mobility as a barometer for COVID-19 dynamics.
Kevin Linka, Alain Goriely, Ellen Kuhl

Biomech Model Mechanobiol· April 2021

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Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19.
Mathias Peirlinck, Kevin Linka, Francisco Sahli Costabal, Jay Bhattacharya, Eran Bendavid

Comput Methods Appl Mech Eng· December 2020

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A serial multiparametric quantitative magnetic resonance imaging study to assess proteoglycan depletion of human articular cartilage and its effects on functionality.
Tobias Hafner, Justus Schock, Manuel Post, Daniel Benjamin Abrar, Philipp Sewerin, Kevin Linka

Sci Rep· September 2020

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Global and local mobility as a barometer for COVID-19 dynamics.
Kevin Linka, Alain Goriely, Ellen Kuhl

medRxiv· August 2020

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Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19.
Mathias Peirlinck, Kevin Linka, Francisco Sahli Costabal, Jay Bhattacharya, Eran Bendavid

medRxiv· August 2020

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Is it safe to lift COVID-19 travel bans? The Newfoundland story.
Kevin Linka, Proton Rahman, Alain Goriely, Ellen Kuhl

Comput Mech· August 2020

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The reproduction number of COVID-19 and its correlation with public health interventions.
Kevin Linka, Mathias Peirlinck, Ellen Kuhl

Comput Mech· July 2020

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