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Karl A. Kalina
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A numerical study on magnetostrictive phenomena in magnetorheological elastomers
P Metsch, KA Kalina, C Spieler, M Kästner
Computational Materials Science 124, 364-374, 2016
1412016
Neural networks meet hyperelasticity: A guide to enforcing physics
L Linden, DK Klein, KA Kalina, J Brummund, O Weeger, M Kästner
Journal of the Mechanics and Physics of Solids 179, 105363, 2023
892023
Modeling of magnetic hystereses in soft MREs filled with NdFeB particles
KA Kalina, J Brummund, P Metsch, M Kästner, DY Borin, JM Linke, ...
Smart Materials and Structures 26 (10), 105019, 2017
822017
Microscale modeling and simulation of magnetorheological elastomers at finite strains: A study on the influence of mechanical preloads
KA Kalina, P Metsch, M Kästner
International Journal of Solids and Structures 102, 286-296, 2016
772016
FE: an efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining
KA Kalina, L Linden, J Brummund, M Kästner
Computational Mechanics 71 (5), 827-851, 2023
742023
Automated constitutive modeling of isotropic hyperelasticity based on artificial neural networks
KA Kalina, L Linden, J Brummund, P Metsch, M Kästner
Computational Mechanics 69 (1), 213-232, 2022
592022
A macroscopic model for magnetorheological elastomers based on microscopic simulations
KA Kalina, P Metsch, J Brummund, M Kästner
International Journal of Solids and Structures 193, 200-212, 2020
472020
Reversible magnetomechanical collapse: virtual touching and detachment of rigid inclusions in a soft elastic matrix
M Puljiz, S Huang, KA Kalina, J Nowak, S Odenbach, M Kästner, ...
Soft Matter 14 (33), 6809-6821, 2018
382018
Microstructure Characterization and Reconstruction in Python: MCRpy
P Seibert, A Raßloff, K Kalina, M Ambati, M Kästner
Integrating Materials and Manufacturing Innovation 11 (3), 450-466, 2022
372022
A comparative study on different neural network architectures to model inelasticity
M Rosenkranz, KA Kalina, J Brummund, M Kästner
International Journal for Numerical Methods in Engineering 124 (21), 4802-4840, 2023
332023
Two-and three-dimensional modeling approaches in magneto-mechanics: a quantitative comparison
P Metsch, KA Kalina, J Brummund, M Kästner
Archive of Applied Mechanics 89, 47-62, 2019
332019
Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria
KA Kalina, P Gebhart, J Brummund, L Linden, WC Sun, M Kästner
Computer Methods in Applied Mechanics and Engineering 421, 116739, 2024
292024
Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties
P Seibert, A Raßloff, KA Kalina, J Gussone, K Bugelnig, M Diehl, ...
Computer Methods in Applied Mechanics and Engineering 412, 116098, 2023
262023
Magneto-mechanical coupling in magneto-active elastomers
P Metsch, D Romeis, KA Kalina, A Raßloff, M Saphiannikova, M Kästner
Materials 14 (2), 434, 2021
262021
Phase-field modelling and analysis of rate-dependent fracture phenomena at finite deformation
F Dammaß, KA Kalina, M Ambati, M Kästner
Computational Mechanics 72 (5), 859-883, 2023
242023
Multiscale modeling and simulation of magneto-active elastomers based on experimental data
KA Kalina, A Raβloff, M Wollner, P Metsch, J Brummund, M Kästner
Physical Sciences Reviews 8 (1), 1-31, 2023
232023
Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables
M Rosenkranz, KA Kalina, J Brummund, WC Sun, M Kästner
Computational Mechanics, 1-23, 2024
182024
Field-induced interactions in magneto-active elastomers-a comparison of experiments and simulations
P Metsch, H Schmidt, D Sindersberger, KA Kalina, J Brummund, ...
Smart Materials and Structures 29 (8), 085026, 2020
152020
Reconstructing microstructures from statistical descriptors using neural cellular automata
P Seibert, A Raßloff, Y Zhang, K Kalina, P Reck, D Peterseim, M Kästner
Integrating Materials and Manufacturing Innovation 13 (1), 272-287, 2024
102024
Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors
P Seibert, M Husert, MP Wollner, KA Kalina, M Kästner
Computer-Aided Design 166, 103635, 2024
92024
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