Estimation of gait mechanics based on simulated and measured IMU data using an artificial neural network M Mundt, A Koeppe, S David, T Witter, F Bamer, W Potthast, B Markert Frontiers in bioengineering and biotechnology 8, 41, 2020 | 132 | 2020 |
Artificial neural networks and intelligent finite elements in non-linear structural mechanics M Stoffel, F Bamer, B Markert Thin-Walled Structures 131, 102-106, 2018 | 102 | 2018 |
Prediction of lower limb joint angles and moments during gait using artificial neural networks M Mundt, W Thomsen, T Witter, A Koeppe, S David, F Bamer, W Potthast, ... Medical & biological engineering & computing 58, 211-225, 2020 | 100 | 2020 |
Artificial neural networks in structural dynamics: A new modular radial basis function approach vs. convolutional and feedforward topologies M Stoffel, R Gulakala, F Bamer, B Markert Computer Methods in Applied Mechanics and Engineering 364, 112989, 2020 | 64 | 2020 |
Neural network based constitutive modeling of nonlinear viscoplastic structural response M Stoffel, F Bamer, B Markert Mechanics Research Communications 95, 85-88, 2019 | 61 | 2019 |
An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture A Koeppe, F Bamer, B Markert Computer Methods in Applied Mechanics and Engineering 366, 113088, 2020 | 58 | 2020 |
A new model order reduction strategy adapted to nonlinear problems in earthquake engineering F Bamer, AK Amiri, C Bucher Earthquake Engineering & Structural Dynamics 46 (4), 537-559, 2017 | 54 | 2017 |
An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks A Koeppe, F Bamer, B Markert Acta Mechanica 230, 3279-3293, 2019 | 52 | 2019 |
Application of the proper orthogonal decomposition for linear and nonlinear structures under transient excitations F Bamer, C Bucher Acta Mechanica 223, 2549-2563, 2012 | 50 | 2012 |
Deep convolutional neural networks in structural dynamics under consideration of viscoplastic material behaviour M Stoffel, F Bamer, B Markert Mechanics Research Communications 108, 103565, 2020 | 45 | 2020 |
Prediction of ground reaction force and joint moments based on optical motion capture data during gait M Mundt, A Koeppe, S David, F Bamer, W Potthast, B Markert Medical Engineering & Physics 86, 29-34, 2020 | 44 | 2020 |
Assessment of the measurement accuracy of inertial sensors during different tasks of daily living M Mundt, W Thomsen, S David, T Dupré, F Bamer, W Potthast, B Markert Journal of biomechanics 84, 81-86, 2019 | 44 | 2019 |
The influence of the network topology on the deformation and fracture behaviour of silica glass: A molecular dynamics study F Ebrahem, F Bamer, B Markert Computational Materials Science 149, 162-169, 2018 | 43 | 2018 |
Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering D Thaler, M Stoffel, B Markert, F Bamer Earthquake Engineering & Structural Dynamics 50 (8), 2098-2114, 2021 | 37 | 2021 |
Artificial neural networks in motion analysis—applications of unsupervised and heuristic feature selection techniques M Mundt, A Koeppe, F Bamer, S David, B Markert Sensors 20 (16), 4581, 2020 | 34 | 2020 |
An efficient response identification strategy for nonlinear structures subject to nonstationary generated seismic excitations F Bamer, B Markert Mechanics Based Design of Structures and Machines 45 (3), 313-330, 2017 | 30 | 2017 |
Plasticity in vitreous silica induced by cyclic tension considering rate-dependence: Role of the network topology F Bamer, F Ebrahem, B Markert Journal of Non-Crystalline Solids 503, 176-181, 2019 | 26 | 2019 |
Athermal mechanical analysis of Stone-Wales defects in two-dimensional silica F Bamer, F Ebrahem, B Markert Computational Materials Science 163, 301-307, 2019 | 24 | 2019 |
A nonlinear visco‐elastoplastic model for structural pounding F Bamer, B Markert Earthquake Engineering & Structural Dynamics 47 (12), 2490-2495, 2018 | 24 | 2018 |
Intelligent prediction of kinetic parameters during cutting manoeuvres M Mundt, S David, A Koeppe, F Bamer, B Markert, W Potthast Medical & Biological Engineering & Computing 57, 1833-1841, 2019 | 23 | 2019 |