A framework for conducting polymer reference interaction site model (PRISM) calculations
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May 25, 2021 - Python
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nanocomposite
Here are 5 public repositories matching this topic...
Deep learning model to predict complex stress and strain fields in hierarchical composites
design deep-learning composite mechanical multiscale multiscale-simulation fracture nanocomposite materials-by-designs
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Apr 23, 2023 - Python
A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient conditions.
neural-networks nanocomposite constitutive-model pinns multiphysics-modeling physics-informed-machine-learning
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Jun 5, 2025 - Python
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
machine-learning machinelearning finite-element-analysis lstm-neural-networks dealii nanocomposite viscoelasticity
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Jun 1, 2025 - C++
An updated implementation for the thermodynamic consistent physics-informed deep learning model
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Apr 20, 2025 - Python
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