| 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 | 384 | 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 | 229 | 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 | 191 | 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 | 131 | 2021 |
| 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 | 87 | 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 | 84 | 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 | 79 | 2020 |
| 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 | 78 | 2023 |
| 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 | 66 | 2021 |
| 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 | 65 | 2022 |
| 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 | 58 | 2021 |
| Automated model discovery for human brain using Constitutive Artificial Neural Networks K Linka, SRS Pierre, E Kuhl Acta Biomaterialia 160, 134-151, 2023 | 35 | 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 | 35 | 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 | 28 | 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, 2018 | 27 | 2018 |
| Fatigue of soft fibrous tissues: multi-scale mechanics and constitutive modeling K Linka, M Hillgärtner, M Itskov Acta biomaterialia 71, 398-410, 2018 | 25 | 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 | 23 | 2021 |
| 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 | 21 | 2016 |
| 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 | 20 | 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 | 19 | 2023 |
Ellen KuhlRobert Bosch Chair of Mechanical Engineering and Walter B. Reinhold Professor of EngineeringVerified email at stanford.edu
