Polyconvex anisotropic hyperelasticity with neural networks DK Klein, M Fernández, RJ Martin, P Neff, O Weeger Journal of the Mechanics and Physics of Solids 159, 104703, 2022 | 112 | 2022 |
On-the-fly adaptivity for nonlinear twoscale simulations using artificial neural networks and reduced order modeling F Fritzen, M Fernández, F Larsson Frontiers in Materials 6, 75, 2019 | 74 | 2019 |
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior M Fernández, S Rezaei, J Rezaei Mianroodi, F Fritzen, S Reese Advanced Modeling and Simulation in Engineering Sciences 7, 1-27, 2020 | 66 | 2020 |
Anisotropic hyperelastic constitutive models for finite deformations combining material theory and data-driven approaches with application to cubic lattice metamaterials M Fernández, M Jamshidian, T Böhlke, K Kersting, O Weeger Computational Mechanics 67, 653-677, 2021 | 57 | 2021 |
Material modeling for parametric, anisotropic finite strain hyperelasticity based on machine learning with application in optimization of metamaterials M Fernández, F Fritzen, O Weeger International Journal for Numerical Methods in Engineering 123 (2), 577-609, 2022 | 37 | 2022 |
Representation of Hashin–Shtrikman bounds of cubic crystal aggregates in terms of texture coefficients with application in materials design T Böhlke, M Lobos Acta materialia 67, 324-334, 2014 | 36 | 2014 |
Representation of Hashin–Shtrikman bounds in terms of texture coefficients for arbitrarily anisotropic polycrystalline materials M Lobos Fernández, T Böhlke Journal of Elasticity 134 (1), 1-38, 2019 | 27 | 2019 |
Nonlinear multiscale simulation of elastic beam lattices with anisotropic homogenized constitutive models based on artificial neural networks T Gärtner, M Fernández, O Weeger Computational Mechanics 68 (5), 1111-1130, 2021 | 23 | 2021 |
Materials design for the anisotropic linear elastic properties of textured cubic crystal aggregates using zeroth-, first-and second-order bounds M Lobos, T Böhlke International Journal of Mechanics and Materials in Design 11, 59-78, 2015 | 19 | 2015 |
Homogenization and materials design of anisotropic multiphase linear elastic materials using central model functions M Lobos, T Yuzbasioglu, T Böhlke Journal of Elasticity 128, 17-60, 2017 | 17 | 2017 |
On the limiting of vibration amplitudes by a sequential friction-spring element A Fidlin, M Lobos Journal of Sound and Vibration 333 (23), 5970-5979, 2014 | 16 | 2014 |
Homogenization and materials design of mechanical properties of textured materials based on zeroth-, first-and second-order bounds of linear behavior M Lobos Fernández KIT Scientific Publishing, 2018 | 14 | 2018 |
On optimal zeroth-order bounds of linear elastic properties of multiphase materials and application in materials design M Lobos, T Böhlke International Journal of Solids and Structures 84, 40-48, 2016 | 13 | 2016 |
Effective properties L Noels, L Wu, L Adam, J Seyfarth, G Soni, J Segurado, G Laschet, ... Handbook of software solutions for ICME, 433-485, 2016 | 10 | 2016 |
Hashin-Shtrikman bounds with eigenfields in terms of texture coefficients for polycrystalline materials M Fernández, T Böhlke Acta Materialia 165, 686-697, 2019 | 8 | 2019 |
On the generation of periodic discrete structures with identical two-point correlation M Fernández, F Fritzen Proceedings of the Royal Society A 476 (2242), 20200568, 2020 | 4 | 2020 |
Microstructure impact on the machining of two gear steels. Part 1: derivation of effective flow curves G Laschet, M Abouridouane, M Fernandez, M Budnitzki, T Bergs Materials Science and Engineering: A 845, 143125, 2022 | 3 | 2022 |
Advanced experimental setup for in-process measurement of thermo-mechanical load and tool wear when drive shaft turning M Abouridouane, T Augspurger, N Reinisch, A Rajaei, M Fernández, ... Procedia CIRP 108, 323-328, 2022 | 3 | 2022 |
On-the-fly adaptivity for nonlinear twoscale simulations using artificial neural networks and reduced order modeling. Front Mater. 2019; 6: 75 F Fritzen, M Fernández, F Larsson | 2 | 2019 |
Materials design of elastic properties of multiphase polycrystalline composites using model functions M Lobos, T Yuzbasioglu, T Böhlke PAMM 15 (1), 459-460, 2015 | 2 | 2015 |