Franz Bamer

RWTH Aachen University — Germany

Engineering · Physical Sciences

23h-index1.7kcitations128works1.82yr avg
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Research Topics

Structural Health Monitoring Techniques(25), Model Reduction and Neural Networks(25), Glass properties and applications(24), Probabilistic and Robust Engineering Design(21), Material Dynamics and Properties(17)

Publications127 total

Numerically optimized FROG results for the study of red-shifted spectra in multi-frequency Raman generation
ArXiv.org·2026Open Access
Numerically optimized FROG results for the study of red-shifted spectra in multi-frequency Raman generation
arXiv (Cornell University)·2026Open Access
Predicting Plastic Activity in Disordered Solids via Geometric Measures
PAMM·2026Open Access
The effect of disorder and mechanical deformation on the vibrational density of states in 2D silica
Computational Materials Science·2026Open Access
Geometrical fingerprints of shear transformation zones in network glasses
Communications Materials·2025· 1 citedOpen Access
The Cellulose Loading and Silylation Effects on the Mechanical Properties of Epoxy Composites: Insights from Classical and Reactive Molecular Dynamics Simulations
Polymers·2025Open Access
The Cellulose Loading and Silylation Effects on the Mechanical Properties of Epoxy Composites: Insights from Classical and Reactive Molecular Dynamics Simulations
Preprints.org·2025Open Access
The Cellulose Loading and Silylation Effects on the Mechanical Properties of Epoxy Composites: Insights from Classical and Reactive Molecular Dynamics Simulations
Preprints.org·2025Open Access
Predicting fracture in disordered network materials using the local intelligent stress threshold indicator
Communications Physics·2025· 1 citedOpen Access
Physics-informed neural network for constitutive modeling of cyclic crystal plasticity considering deformation mechanism
International Journal of Mechanical Sciences·2025· 8 cited
The Cellulose Loading and Silylation Effects on Mechanical Properties of Epoxy Composite: Insights from Reactive Molecular Dynamics Simulations
Preprints.org·2025Open Access
The Silylation Effect of C/SiC Nanofillers on Mechanical Properties of Cellulose Nanocomposite: Insights from Molecular Dynamics Simulations
Journal of Composites Science·2025Open Access
Geometrical fingerprints of shear transformation zones in network glasses
arXiv (Cornell University)·2025Open Access
Influence of Number of Subjects and Number of Trials on Biomechanical Variable Estimation via Deep-Learning Models and Wearable IMUs During Drop Landings
IEEE Sensors Journal·2025· 3 cited
Predicting fracture in disordered network materials using the local intelligent stress threshold indicator
OPUS Publication Server of the University of Stuttgart (University of Stuttgart)·2025Open Access
Mapping Shear Transformation Zones in Silica Network Glass
PAMM·2024· 1 citedOpen Access
Artificial Intelligence‐Based Detection of Local Spots in Network Materials Prone to Mechanical Failure
PAMM·2024Open Access
Stochastic evolution elasto-plastic modeling of a metallic glass
arXiv (Cornell University)·2024Open Access
Tuning the Poisson’s ratio of two-dimensional model network materials with application to 2D-silica bilayer structures
Computational Materials Science·2024· 1 cited
Reliability analysis of complex systems using subset simulations with Hamiltonian Neural Networks
Structural Safety·2024· 20 citedOpen Access
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Frequent Co-authors

Bernd Markert(46), Arnd Koeppe(13), Marcus Stoffel(11), Firaz Ebrahem(11), Marion Mundt(8), Sina David(7), Wolfgang Potthast(7), Denny Thaler(5), Jianye Shi(3), Tom Witter(2), W Thomsen(2), Christian Bucher(2), Thomas Dupré(2), Benjamin Stamm(2), Nima Shirafkan(2), Rutwik Gulakala(1), Abbas Kazemi Amiri(1), Michael Selzer(1), Britta Nestler(1), Saurabh Balkrishna Tandale(1)