Person

Dr.

Franz Bamer

Franz Bamer
Lehrstuhl und Institut für Allgemeine Mechanik

Address

Building: 1220

Room: 408

Eilfschornsteinstraße 18

52062 Aachen

Contact

WorkPhone
Phone: +49 241 80 94593
 

Publications

Title Author(s)
A machine learning enhanced structural response prediction strategy due to seismic excitation
Contribution to a conference proceedings, Journal Article (2021)
Thaler, Denny (Corresponding author)
Bamer, Franz
Markert, Bernd
An artificial intelligence approach to model nonlinear continua by intelligent meta‐elements
Contribution to a conference proceedings, Journal Article (2021)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd
On the Poisson's ratio of an amorphous 2D network material
Contribution to a conference proceedings, Journal Article (2021)
Stratmann, Jan Caspar (Corresponding author)
Ebrahem, Firaz
Bamer, Franz
Markert, Bernd
A Newmark space‐time approach in structural mechanics
Contribution to a conference proceedings, Journal Article (2021)
Bamer, Franz (Corresponding author)
Shirafkan, Nima
Cao, Xiaodan
Oueslati, Abdelbacet
Stoffel, Marcus
de Saxcé, Géry
Markert, Bernd
Prediction of ground reaction force and joint moments based on optical motion capture data during gait
Journal Article (2020)
Mundt, Marion (Corresponding author)
Koeppe, Arnd
David, Sina
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd
Origin of reversible and irreversible atomic-scale rearrangements in a model two-dimensional network glass
Journal Article (2020)
Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd
Artificial Neural Networks in Motion Analysis : Applications of Unsupervised and Heuristic Feature Selection Techniques
Contribution to a book, Journal Article (2020)
Mundt, Marion
Koeppe, Arnd
Bamer, Franz (Corresponding author)
David, Sina
Markert, Bernd
Deep convolutional neural networks in structural dynamics under consideration of viscoplastic material behaviour
Journal Article (2020)
Stoffel, Marcus (Corresponding author)
Bamer, Franz
Markert, Bernd
An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture
Journal Article (2020)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd
Continuous Zachariasen carbon monolayers under tensile deformation: Insights from molecular dynamics simulations
Journal Article (2020)
Ebrahem, Firaz
Stratmann, Jan Caspar
Stoffel, Marcus
Markert, Bernd
Bamer, Franz (Corresponding author)
Artificial neural networks in structural dynamics : A new modular radial basis function approach vs. convolutional and feedforward topologies
Journal Article (2020)
Stoffel, Marcus (Corresponding author)
Gulakala, Rutwik
Bamer, Franz
Markert, Bernd
Vitreous 2D silica under tension: From brittle to ductile behaviour
Journal Article (2020)
Ebrahem, Firaz
Bamer, Franz (Corresponding author)
Markert, Bernd
Quasistatic analysis of elastoplastic structures by the proper generalized decomposition in a space-time approach
Journal Article (2020)
Shirafkan, Nima
Bamer, Franz (Corresponding author)
Stoffel, Marcus
Markert, Bernd
Estimation of Gait Mechanics Based on Simulated and Measured IMU Data Using an Artificial Neural Network
Journal Article (2020)
Mundt, Marion (Corresponding author)
Koeppe, Arnd
David, Sina
Witter, Tom
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd
Elementary plastic events in a Zachariasen glass under shear and pressure
Journal Article (2019)
Bamer, Franz (Corresponding author)
Ebrahem, Firaz
Markert, Bernd
The influence of filter parameters on the prediction accuracy of the ground reaction force and joint moments
Contribution to a conference proceedings, Journal Article (2019)
David, Sina
Mundt, Marion
Koeppe, Arnd
Bamer, Franz
Markert, Bernd
Potthast, Wolfgang
Joint angle estimation during fast cutting manoeuvres using artificial neural networks
Contribution to a conference proceedings (2019)
Mundt, Marion
David, Sina
Koeppe, Arnd
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd
A damage detection study of a bridge using bypassing vehicles and computational intelligence
Contribution to a conference proceedings, Journal Article (2019)
Hesser, Daniel Frank (Corresponding author)
Bamer, Franz
Markert, Bernd
On the fracture behavior of vitreous two-dimensional silica
Contribution to a conference proceedings, Journal Article (2019)
Bamer, Franz (Corresponding author)
Ebrahem, Firaz
Stratmann, Jan
Markert, Bernd
Modelling silica bilayers based on experimental data
Contribution to a conference proceedings, Journal Article (2019)
Stratmann, Jan (Corresponding author)
Ebrahem, Firaz
Bamer, Franz
Markert, Bernd
Stress response of 2D silica under quasi-static tension
Contribution to a conference proceedings, Journal Article (2019)
Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd
Prediction of lower limb joint angles and moments during gait using artificial neural networks
Journal Article (2019)
Mundt, Marion (Corresponding author)
Thomsen, Wolf
Witter, Tom
Koeppe, Arnd
David, Sina
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd
Stone-Wales defect interaction in quasistatically deformed 2D silica
Journal Article (2019)
Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd
A substructure formulation for the earthquake-induced nonlinear structural pounding problem
Journal Article (2019)
Shi, Jianye (Corresponding author)
Bamer, Franz (Corresponding author)
Markert, Bernd (Corresponding author)
A visco-elastoplastic pounding damage formulation
Journal Article (2019)
Bamer, Franz (Corresponding author)
Strubel, Nicolas
Shi, Jianye
Markert, Bernd
An efficient Monte Carlo strategy for elasto-plastic structures based on recurrent neural networks
Journal Article (2019)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd
Intelligent prediction of kinetic parameters during cutting manoeuvres
Journal Article (2019)
Mundt, Marion (Corresponding author)
David, Sina
Koeppe, Arnd
Bamer, Franz
Markert, Bernd
Potthast, Wolfgang
Stability of feed forward artificial neural networks versus nonlinear structural models in high speed deformations: A critical comparison
Journal Article (2019)
Stoffel, Marcus (Corresponding author)
Bamer, Franz
Markert, Bernd
Athermal mechanical analysis of Stone-Wales defects in two-dimensional silica
Journal Article (2019)
Bamer, Franz (Corresponding author)
Ebrahem, Firaz
Markert, Bernd
Neural network based constitutive modeling of nonlinear viscoplastic structural response
Journal Article (2019)
Stoffel, Marcus (Corresponding author)
Bamer, Franz
Markert, Bernd
Assessment of the measurement accuracy of inertial sensors during different tasks of daily living
Journal Article (2018)
Mundt, Marion (Corresponding author)
Thomsen, Wolf
David, Sina
Dupré, Thomas
Bamer, Franz
Potthast, Wolfgang
Markert, Bernd
Plasticity in vitreous silica induced by cyclic tension considering rate-dependence : Role of the network topology
Journal Article (2018)
Bamer, Franz (Corresponding author)
Ebrahem, Firaz
Markert, Bernd
The effect of the medium‐range configuration on the atomistic fracture behaviour of vitreous silica
Contribution to a conference proceedings, Journal Article (2018)
Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd
Determination of gait parameters in real‐world environment using low‐cost inertial sensors
Contribution to a conference proceedings, Journal Article (2018)
Mundt, Marion (Corresponding author)
Thomsen, Wolf
Bamer, Franz
Markert, Bernd
On the reduced solution of the earthquake‐induced pounding problem
Contribution to a conference proceedings, Journal Article (2018)
Shi, Jianye (Corresponding author)
Bamer, Franz
Markert, Bernd
Investigation of the network topology of vitreous silica during cyclic tensile loading
Contribution to a conference proceedings, Journal Article (2018)
Bamer, Franz (Corresponding author)
Ebrahem, Firaz
Markert, Bernd
An intelligent meta‐element for linear elastic continua
Contribution to a conference proceedings, Journal Article (2018)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd
A Hertz-pounding formulation with a nonlinear damping and a dry friction element
Journal Article (2018)
Bamer, Franz (Corresponding author)
A nonlinear visco-elastoplastic model for structural pounding
Journal Article (2018)
Bamer, Franz (Corresponding author)
Markert, Bernd (Corresponding author)
Artificial neural networks and intelligent finite elements in non-linear structural mechanics
Journal Article (2018)
Stoffel, Marcus (Corresponding author)
Bamer, Franz
Markert, Bernd
The influence of the network topology on the deformation and fracture behaviour of silica glass : A molecular dynamics study
Journal Article (2018)
Ebrahem, Firaz (Corresponding author)
Bamer, Franz
Markert, Bernd
A Structural Pounding Formulation Using Systematic Modal Truncation
Journal Article (2018)
Shi, Jianye
Bamer, Franz (Corresponding author)
Markert, Bernd
The Influence of Motion Tasks on the Accuracy of Kinematic Motion Patterns of an Imu-Based Measurement System
Contribution to a book, Contribution to a conference proceedings (2017)
Mundt, Marion
Wisser, Anna
David, Sina
Dupré, Thomas
Quack, Valentin
Bamer, Franz
Tingart, Markus
Potthast, Wolfgang
Markert, Bernd
Biomechanical evaluation of a femoral neck fracture implant using a novel test-stand
Abstract, Contribution to a conference proceedings, Journal Article (2017)
Mundt, Marion (Corresponding author)
Bettag, Sebastian
Bamer, Franz
Stoffel, Marcus
Knobe, Matthias
Markert, Bernd
Efficient solution of the multiple seismic pounding problem using hierarchical substructure techniques
Journal Article (2017)
Bamer, Franz (Corresponding author)
Shi, Jianye
Markert, Bernd
An explicit reduced order integration scheme for contact problems in structural dynamics
Contribution to a conference proceedings, Journal Article (2017)
Shi, Jianye (Corresponding author)
Bamer, Franz
Markert, Bernd
An efficient Monte Carlo simulation strategy based on model order reduction and artificial neural networks
Contribution to a conference proceedings, Journal Article (2017)
Bamer, Franz (Corresponding author)
Koeppe, Arnd
Markert, Bernd
Neural network representation of a phase-field model for brittle fracture
Contribution to a conference proceedings, Journal Article (2017)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Hernandez Padilla, Carlos Alberto
Markert, Bernd
A Model Reduction Method adapted for non-linear Problems in Earthquake Engineering
Journal Article (2017)
Bamer, Franz
Bucher, Ch.
An efficient response identification strategy for nonlinear structures subject to nonstationary generated seismic excitations
Contribution to a conference proceedings, Journal Article (2017)
Bamer, Franz (Corresponding author)
Markert, Bernd
A new model order reduction strategy adapted to nonlinear problems in earthquake engineering
Journal Article (2017)
Bamer, Franz (Corresponding author)
Amiri, Abbas Kazemi
Bucher, Christian (Corresponding author)
An efficient order reduction strategy in earthquake nonlinear response analysis of structures
Contribution to a book, Contribution to a conference proceedings (2016)
Bamer, Franz (Corresponding author)
Kazemi Amiri, Abbas (Corresponding author)
Bucher, Christian (Corresponding author)
A Nonlinear Deterministic Mode Decomposition Strategy for High-Dimensional Monte Carlo Simulations
Contribution to a conference proceedings, Journal Article (2016)
Bamer, Franz (Corresponding author)
Markert, Bernd (Corresponding author)
Model reduction and submodelling using neural networks
Contribution to a conference proceedings, Journal Article (2016)
Koeppe, Arnd (Corresponding author)
Bamer, Franz
Markert, Bernd