Person
Dr. techn.Franz Bamer
Chair and Institute of General Mechanics
Address
Building: 1220
Room: 408
Eilfschornsteinstraße 18
52062 Aachen
Publications
| Title | Author(s) |
|---|---|
| Efficient Subset Simulation using Hamiltonian Neural Network enhanced Markov Chain Monte Carlo Methods Contribution to a conference proceedings (2023) | Thaler, Denny Dhulipala, Somayajulu L. N. Markert, Bernd Shields, Michael D. Bamer, Franz |
| Interaction of defects in disordered materials - Insights from a nonlinear decomposition of the nonaffine displacement field Journal Article (2023) | Focks, Tobias Bamer, Franz Wu, Zhao Markert, Bernd Stamm, Benjamin |
| Model order reduction in subset simulations using the proper orthogonal decomposition Journal Article (2023) | Thaler, Denny (Corresponding author) Shields, Michael D. Markert, Bernd Bamer, Franz |
| Molecular Dynamics Study on the Effect of Interfacial Cellullose Polymers in Strengthening the Stress Transfer Between Alumina Nanoparticles and Epoxy Contribution to a conference proceedings, Journal Article (2023) | Al-Maharma, Ahmad Y. (Corresponding author) Bamer, Franz Markert, Bernd |
| Enhanced Hamiltonian Monte Carlo simulations using Hamiltonian neural networks Contribution to a conference proceedings, Journal Article (2023) | Thaler, Denny (Corresponding author) Dhulipala, Somayajulu L. N. Bamer, Franz Markert, Bernd Shields, Michael D. |
| Molecular Mechanics of Disordered Solids Journal Article (2023) | Bamer, Franz (Corresponding author) Ebrahem, Firaz Markert, Bernd Stamm, Benjamin |
| Physics-Based Self-Learning Recurrent Neural Network enhanced time integration scheme for computing viscoplastic structural finite element response Journal Article (2022) | Tandale, Saurabh Balkrishna Bamer, Franz Markert, Bernd Stoffel, Marcus (Corresponding author) |
| Life Science 4.0: Sensor Technology and Machine Learning in Motion Analysis Contribution to a book (2022) | Mundt, Marion Koeppe, Arnd Bamer, Franz Markert, Bernd (Corresponding author) |
| Mechanics 4.0: Artificial Intelligence for the Analysis of Mechanical Systems Contribution to a book (2022) | Koeppe, Arnd (Corresponding author) Hesser, Daniel Frank Mundt, Marion Bamer, Franz Selzer, Michael Markert, Bernd |
| Displacement field splitting of defective hexagonal lattices Journal Article (2022) | Focks, Tobias Bamer, Franz (Corresponding author) Markert, Bernd Wu, Zhao Stamm, Benjamin |
| Non-incremental response evaluation in geometrically nonlinear structural dynamics using a space-time stiffness operator Journal Article (2022) | Arjoune, Tahar Markert, Bernd Bamer, Franz (Corresponding author) |
| Self-organized criticality in fracture models at different scales Journal Article (2022) | Heider, Yousef (Corresponding author) Bamer, Franz (Corresponding author) Ebrahem, Firaz Markert, Bernd |
| Closed form solutions for the dynamics of a pressurized elastoplastic thin-walled tube Journal Article (2022) | Cao, X. Oueslati, A. (Corresponding author) Shirafkan, Nima Bamer, Franz Markert, Bernd de Saxcé, G. |
| Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models Journal Article (2022) | Koeppe, Arnd (Corresponding author) Bamer, Franz Selzer, Michael Nestler, Britta Markert, Bernd |
| Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics Contribution to a book, Journal Article (2022) | Thaler, Denny (Corresponding author) Elezaj, Leonard Bamer, Franz (Corresponding author) Markert, Bernd |
| Molecular dynamics simulation of interface atomic diffusion in ultrasonic metal welding : Effect of crystal orientation and sliding velocity Journal Article (2021) | Mostafavi, Shimaalsadat (Corresponding author) Bamer, Franz Markert, Bernd |
| Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models Preprint (2021) | Koeppe, Arnd Bamer, Franz Selzer, Michael Nestler, Britta Markert, Bernd |
| A comparison of two neural network architectures for fast structural response prediction Contribution to a conference proceedings, Journal Article (2021) | Thaler, Denny (Corresponding author) Bamer, Franz Markert, Bernd |
| Numerical investigation of the Poisson's ratio of an amorphous bilayer 2D network material Contribution to a conference proceedings, Journal Article (2021) | Stratmann, Jan Caspar (Corresponding author) Bamer, Franz Kataria, Satender Lemme, Max C. Markert, Bernd |
| Workflow concepts to model nonlinear mechanics with computational intelligence Contribution to a conference proceedings, Journal Article (2021) | Koeppe, Arnd (Corresponding author) Bamer, Franz Selzer, Michael Nestler, Britta Markert, Bernd |
| A non-incremental solution procedure for elastoplastic problems 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 |
| Constructing the Hamiltonian from the Behaviour of a Dynamical System by Proper Symplectic Decomposition Contribution to a book, Contribution to a conference proceedings (2021) | Shirafkan, Nima Gosselet, Pierre Bamer, Franz Oueslati, Abdelbacet Markert, Bernd de Saxcé, Géry |
| Molecular Dynamics Investigation on the Effect of MWCNTs on Thermo-Mechanical Properties of Amorphous Cellulose Reinforced with Silicon Carbide Nanotubes Contribution to a book, Contribution to a conference proceedings (2021) | Al-Maharma, Ahmad Y. (Corresponding author) Bamer, Franz Markert, Bernd |
| Data-driven classification of elementary rearrangement events in silica glass Journal Article (2021) | Bamer, Franz (Corresponding author) Alshabab, Somar Shekh Paul, Arghadwip Ebrahem, Firaz Markert, Bernd Stamm, Benjamin |
| A non-incremental numerical method for dynamic elastoplastic problems by the symplectic Brezis-Ekeland-Nayroles principle Journal Article (2021) | Cao, Xiaodan Oueslati, Abdelbacet (Corresponding author) Shirafkan, Nima Bamer, Franz Markert, Bernd de Saxcé, Géry |
| A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks Journal Article (2021) | Bamer, Franz (Corresponding author) Thaler, Denny (Corresponding author) Stoffel, Marcus Markert, Bernd |
| A Newmark space-time formulation in structural dynamics Journal Article (2021) | Bamer, Franz (Corresponding author) Shirafkan, Nima Cao, Xiaodan Oueslati, Abdelbacet Stoffel, Marcus de Saxcé, Géry Markert, Bernd |
| Machine‐learning‐enhanced tail end prediction of structural response statistics in earthquake engineering Journal Article (2021) | Thaler, Denny Stoffel, Marcus Markert, Bernd Bamer, Franz (Corresponding author) |
| 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 |
| Mechanik 4.0. Künstliche Intelligenz zur Analyse mechanischer Systeme Contribution to a book (2019) | Koeppe, Arnd Hesser, Daniel Frank Mundt, Marion Bamer, Franz Markert, Bernd (Corresponding author) |
| Lebenswissenschaften 4.0 : Sensorik und maschinelles Lernen in der Bewegungsanalyse Contribution to a book (2020) | Mundt, Marion Koeppe, Arnd Bamer, Franz Markert, Bernd (Corresponding author) |
| Feature Selection for the Application of Artificial Neural Networks in Motion Analysis Contribution to a conference proceedings, Journal Article (2020) | Mundt, Marion Koeppe, Arnd Bamer, Franz Potthast, Wolfgang Markert, Bernd |
| On space-time formulations in structural mechanics using the proper generalized decomposition Conference Presentation (2020) | Bamer, Franz (Corresponding author) Bamer, Franz Shirafkan, Nima 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 Caspar Markert, Bernd |
| Modelling silica bilayers based on experimental data Contribution to a conference proceedings, Journal Article (2019) | Stratmann, Jan Caspar (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 Michael 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 |