Kevin Linka
Scholar

Kevin Linka

Google Scholar ID: v7wdg74AAAAJ
Hamburg University of Technology
Data-driven modeling
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Citations & Impact
All-time
Citations
2,991
 
H-index
25
 
i10-index
40
 
Publications
20
 
Co-authors
19
list available
Contact
No contact links provided.
Publications
7 items
Inelastic Constitutive Kolmogorov-Arnold Networks: A generalized framework for automated discovery of interpretable inelastic material models
2026
Cited
0
Automating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials
2025
Cited
0
Autoencoder-based non-intrusive model order reduction in continuum mechanics
2025
Cited
0
Atrial constitutive neural networks
2025
Cited
0
A Comprehensive Framework for Predictive Computational Modeling of Growth and Remodeling in Tissue-Engineered Cardiovascular Implants
2025
Cited
0
A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains
2025
Cited
0
A Spectral-based Physics-informed Finite Operator Learning for Prediction of Mechanical Behavior of Microstructures
arXiv.org · 2024
Cited
0
Resume (English only)
Co-authors
19 total
Ellen Kuhl
Ellen Kuhl
Catherine Holman Johnson Director of Stanford Bio-X and Walter B. Reinhold Professor of Engineering
Mathias Peirlinck
Mathias Peirlinck
Delft University of Technology (TU Delft)
Mikhail Itskov
Mikhail Itskov
Professor of Continuum Mechanics, RWTH Aachen University
Christian J. Cyron
Christian J. Cyron
Professor at Hamburg University of Technology, Germany
Co-author 5
Co-author 5
Francisco Sahli Costabal
Francisco Sahli Costabal
Assistant Professor at Pontificia Universidad Católica de Chile
Skyler R. St. Pierre
Skyler R. St. Pierre
Stanford University
Sven Nebelung
Sven Nebelung
Department of Diagnostic and Interventional Radiology, University Hospital Aachen