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Franz Bamer
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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
1212020
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
982018
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
932020
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
562020
Neural network based constitutive modeling of nonlinear viscoplastic structural response
M Stoffel, F Bamer, B Markert
Mechanics Research Communications 95, 85-88, 2019
562019
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
532020
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
532017
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
502019
Application of the proper orthogonal decomposition for linear and nonlinear structures under transient excitations
F Bamer, C Bucher
Acta Mechanica 223, 2549-2563, 2012
472012
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
432019
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
422018
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
412020
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
392020
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
342021
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
302017
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
292020
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
242019
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
232019
Athermal mechanical analysis of Stone-Wales defects in two-dimensional silica
F Bamer, F Ebrahem, B Markert
Computational Materials Science 163, 301-307, 2019
232019
A nonlinear visco‐elastoplastic model for structural pounding
F Bamer, B Markert
Earthquake Engineering & Structural Dynamics 47 (12), 2490-2495, 2018
222018
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