BBahtiri/LSTM-Assisted-Viscoelastic-Viscoplastic-Model-FEM
A finite element implementation of a viscoelastic viscoplastic constitutive model using the deal.ii library with the option to include a pretrained Deep-Learning model
This tool helps material scientists and engineers simulate the complex mechanical behavior of epoxy nanocomposites, especially under cyclic loading and environmental changes. You provide material properties, loading conditions, and environmental factors as input parameters. The output includes detailed visualization files of deformation, stress, and damage, along with force-displacement curves and performance metrics. It's designed for researchers and engineers developing or testing new composite materials.
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Use this if you need to accurately model viscoelastic and viscoplastic deformation, damage evolution, and the impact of nanoparticles or moisture in epoxy nanocomposites using a finite element method, with the option for machine learning to accelerate later simulation phases.
Not ideal if you are working with materials other than epoxy nanocomposites or if your primary need is not large deformation solid mechanics simulations under cyclic loading.
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Language
C++
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Last pushed
Jun 01, 2025
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