A review of phase-field models, fundamentals and their applications to composite laminates
Innovations of advanced materials have been at the core of most engineering technologies,
devices and systems. Composite laminates in particular have been extensively employed in …
devices and systems. Composite laminates in particular have been extensively employed in …
A review of nonlinear FFT-based computational homogenization methods
M Schneider - Acta Mechanica, 2021 - Springer
Since their inception, computational homogenization methods based on the fast Fourier
transform (FFT) have grown in popularity, establishing themselves as a powerful tool …
transform (FFT) have grown in popularity, establishing themselves as a powerful tool …
Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
NN Vlassis, WC Sun - Computer Methods in Applied Mechanics and …, 2021 - Elsevier
We introduce a deep learning framework designed to train smoothed elastoplasticity models
with interpretable components, such as the stored elastic energy function, yield surface, and …
with interpretable components, such as the stored elastic energy function, yield surface, and …
FFT based approaches in micromechanics: fundamentals, methods and applications
S Lucarini, MV Upadhyay… - Modelling and Simulation …, 2021 - iopscience.iop.org
FFT methods have become a fundamental tool in computational micromechanics since they
were first proposed in 1994 by Moulinec and Suquet for the homogenization of composites …
were first proposed in 1994 by Moulinec and Suquet for the homogenization of composites …
A review of characterization and modelling approaches for sheet metal forming of lightweight metallic materials
Lightweight sheet metals are attractive for aerospace and automotive applications due to
their exceptional properties, such as low density and high strength. Sheet metal forming …
their exceptional properties, such as low density and high strength. Sheet metal forming …
Integration of phase-field model and crystal plasticity for the prediction of process-structure-property relation of additively manufactured metallic materials
A computational framework is developed to investigate the process-structure-property
relationship for additive manufacturing (AM) of Ti–6Al–4V alloy. The proposed model …
relationship for additive manufacturing (AM) of Ti–6Al–4V alloy. The proposed model …
A review of FE-FFT-based two-scale methods for computational modeling of microstructure evolution and macroscopic material behavior
The overall, macroscopic constitutive behavior of most materials of technological importance
such as fiber-reinforced composites or polycrystals is very much influenced by the …
such as fiber-reinforced composites or polycrystals is very much influenced by the …
[HTML][HTML] An FE–DMN method for the multiscale analysis of short fiber reinforced plastic components
In this work, we propose a fully coupled multiscale strategy for components made from short
fiber reinforced composites, where each Gauss point of the macroscopic finite element …
fiber reinforced composites, where each Gauss point of the macroscopic finite element …
Recent developments and trends in sheet metal forming
T Trzepieciński - Metals, 2020 - mdpi.com
Sheet metal forming (SMF) is one of the most popular technologies for obtaining finished
products in almost every sector of industrial production, especially in the aircraft, automotive …
products in almost every sector of industrial production, especially in the aircraft, automotive …
A FFT solver for variational phase-field modeling of brittle fracture
The variational phase-field method is an attractive non-local approach of modeling fracture
in heterogeneous materials. However, these materials usually require a fine mesh to resolve …
in heterogeneous materials. However, these materials usually require a fine mesh to resolve …