BBahtiri

Scientific Researcher and Group Leader of "AI-aided material modeling"

Pinned Repositories

deep_learning_constitutive_model
A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient conditions.
Language:Python6 1 01
LSTM_assisted_viscoelastic_viscoplastic_model
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
Language:C++7 1 04
PINN_solid_mechanics
Physics Informed Deep Learning model for solid mechanics
Language:Python1 1 00
space_filling_algorithm_data_generation
A space-filling procedure to generate data from a constitutive model (viscoelastic-viscoplastic-damage) including moisture, strain rate, and nanoparticle volume fraction dependency.
Language:MATLAB00

BBahtiri/LSTM_assisted_viscoelastic_viscoplastic_model
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
Language:C++7 1 04
BBahtiri/deep_learning_constitutive_model
A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient conditions.
Language:Python6 1 01
BBahtiri/PINN_solid_mechanics
Physics Informed Deep Learning model for solid mechanics
Language:Python1 1 00
BBahtiri/space_filling_algorithm_data_generation
A space-filling procedure to generate data from a constitutive model (viscoelastic-viscoplastic-damage) including moisture, strain rate, and nanoparticle volume fraction dependency.
Language:MATLAB00