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 · 344 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +17

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 · 308 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

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

Kevin Linka, Ellen Kuhl · Computer Methods in Applied Mechanics and Engineering · 2022 · 261 citations · Full text

Engineering, Materials Engineering, Materials Science +17

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

Kevin Linka, Mathias Peirlinck, Ellen Kuhl · Computational Mechanics · 2020 · 216 citations · Full text

Veterinary Medicine, Infectious Disease Control, Infectious Diseases +14

Bayesian Physics Informed Neural Networks for real-world nonlinear dynamical systems

Kevin Linka, Amelie Schäfer, Xuhui Meng et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 171 citations · Full text

Computing, Computer Science, Physics +17