Kevin Linka
Kevin Linka
Hamburg University of Technology
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Cited by
Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions
K Linka, M Peirlinck, F Sahli Costabal, E Kuhl
Computer methods in biomechanics and biomedical engineering 23 (11), 710-717, 2020
The reproduction number of COVID-19 and its correlation with public health interventions
K Linka, M Peirlinck, E Kuhl
Computational mechanics 66, 1035-1050, 2020
Outbreak dynamics of COVID-19 in China and the United States
M Peirlinck, K Linka, F Sahli Costabal, E Kuhl
Biomechanics and modeling in mechanobiology 19 (6), 2179-2193, 2020
Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning
K Linka, M Hillgärtner, KP Abdolazizi, RC Aydin, M Itskov, CJ Cyron
Journal of Computational Physics 429, 110010, 2021
A new family of Constitutive Artificial Neural Networks towards automated model discovery
K Linka, E Kuhl
Computer Methods in Applied Mechanics and Engineering 403, 115731, 2023
Visualizing the invisible: The effect of asymptomatic transmission on the outbreak dynamics of COVID-19
M Peirlinck, K Linka, FS Costabal, J Bhattacharya, E Bendavid, ...
Computer Methods in Applied Mechanics and Engineering 372, 113410, 2020
Are college campuses superspreaders? A data-driven modeling study
H Lu, C Weintz, J Pace, D Indana, K Linka, E Kuhl
Computer Methods in Biomechanics and Biomedical Engineering 24 (10), 1136-1145, 2021
Is it safe to lift COVID-19 travel bans? The Newfoundland story
K Linka, P Rahman, A Goriely, E Kuhl
Computational mechanics 66, 1081-1092, 2020
Bayesian Physics Informed Neural Networks for real-world nonlinear dynamical systems
K Linka, A Schäfer, X Meng, Z Zou, GE Karniadakis, E Kuhl
Computer Methods in Applied Mechanics and Engineering 402, 115346, 2022
Global and local mobility as a barometer for COVID-19 dynamics
K Linka, A Goriely, E Kuhl
Biomechanics and modeling in mechanobiology 20, 651-669, 2021
COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior
MA Bhouri, FS Costabal, H Wang, K Linka, M Peirlinck, E Kuhl, ...
Computer Methods in Applied Mechanics and Engineering 382, 113891, 2021
Automated model discovery for human brain using Constitutive Artificial Neural Networks
K Linka, SRS Pierre, E Kuhl
Acta Biomaterialia 160, 134-151, 2023
Predictive constitutive modelling of arteries by deep learning
GA Holzapfel, K Linka, S Sherifova, CJ Cyron
Journal of the Royal Society Interface 18 (182), 20210411, 2021
T2 MR imaging vs. computational modeling of human articular cartilage tissue functionality
K Linka, M Itskov, D Truhn, S Nebelung, J Thüring
Journal of the mechanical behavior of biomedical materials 74, 477-487, 2017
Multiparametric MRI and computational modelling in the assessment of human articular cartilage properties: a comprehensive approach
J Thüring, K Linka, M Itskov, M Knobe, L Hitpaß, C Kuhl, D Truhn, ...
BioMed research international 2018 (1), 9460456, 2018
Unraveling the local relation between tissue composition and human brain mechanics through machine learning
K Linka, N Reiter, J Würges, M Schicht, L Bräuer, CJ Cyron, F Paulsen, ...
Frontiers in bioengineering and biotechnology 9, 704738, 2021
Fatigue of soft fibrous tissues: multi-scale mechanics and constitutive modeling
K Linka, M Hillgärtner, M Itskov
Acta biomaterialia 71, 398-410, 2018
Benchmarking physics-informed frameworks for data-driven hyperelasticity
V Taç, K Linka, F Sahli-Costabal, E Kuhl, AB Tepole
Computational Mechanics 73 (1), 49-65, 2024
Principal-stretch-based constitutive neural networks autonomously discover a subclass of Ogden models for human brain tissue
SRS Pierre, K Linka, E Kuhl
Brain Multiphysics 4, 100066, 2023
Multi-scale modeling of soft fibrous tissues based on proteoglycan mechanics
K Linka, VN Khiêm, M Itskov
Journal of Biomechanics 49 (12), 2349-2357, 2016
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