Kevin Linka

Outbreak dynamics of COVID-19 in Europe and the effect of travel restrictions

Kevin Linka, Mathias Peirlinck, Francisco Sahli Costabal et al. · Computer Methods in Biomechanics & Biomedical Engineering · 2020 · 340 citations · Full text

Virus Epidemiology, Epidemiological Dynamic, Disease Outbreak +23

Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning

Kevin Linka, Markus Hillgärtner, Kian P. Abdolazizi et al. · Journal of Computational Physics · 2020 · 274 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +28

A new family of Constitutive Artificial Neural Networks towards automated model discovery

Kevin Linka, Ellen Kuhl · Computer Methods in Applied Mechanics and Engineering · 2022 · 238 citations · Full text

The reproduction number of COVID-19 and its correlation with public health interventions

Kevin Linka, Mathias Peirlinck, Ellen Kuhl · Computational Mechanics · 2020 · 213 citations · Full text

Public Health Interventions, Virus Epidemiology, Covid-19 Pandemic +8

Outbreak dynamics of COVID-19 in China and the United States

Mathias Peirlinck, Kevin Linka, Francisco Sahli Costabal et al. · Biomechanics and Modeling in Mechanobiology · 2020 · 164 citations · Full text