Hillgaertner / CANN
Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials
☆18Updated 4 years ago
Alternatives and similar repositories for CANN:
Users that are interested in CANN are comparing it to the libraries listed below
- ☆45Updated last year
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆25Updated 3 years ago
- ☆19Updated 4 months ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆22Updated 3 years ago
- Efficient Multiscale Topology Optimization☆30Updated 2 years ago
- Abaqus UMAT for Micromechanics based discrete damage model with non-smooth yield surfaces☆20Updated 6 years ago
- Subject files and solutions to the mini-course "An introduction to shape and topology optimization"☆24Updated 5 years ago
- Various finite element implementations for composite laminate plates in MatLab☆11Updated 7 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 7 months ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 4 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆40Updated 3 years ago
- Fast MATLAB assembly of elastoplastic FEM matrices in 2D and 3D☆46Updated 5 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 5 months ago
- Micromechanical modeling of intralaminar damage in thin ply Fiber Reinforced Polymer Composite laminates☆13Updated 3 years ago
- Implementation of finite element and finite difference approximation of Nonlocal models☆17Updated 3 years ago
- This is the supporting material for the tutorial on fibre based hyperelasticity using a local coordinate basis in Abaqus☆17Updated 5 years ago
- Abaqus UEL and sample input files for modeling of dense granular flow☆19Updated 8 years ago
- A 3D multsicale topology optimization code using surrogate models of lattice microscale response☆36Updated 5 years ago
- This is a nonlinear elastic constitutive model(Duncan-CHANG EB) UMAT widely used in the field of geotechnical engineering. It can be used…☆21Updated 2 years ago
- Information, Instructions, Derivations, and Explanations For Use with Abaqus User Subroutines With a Focus on Growth☆28Updated last month
- open source feFRAC☆16Updated 4 years ago
- Direct Mesh-free Topology Optimization using Neural Networks☆18Updated last year
- Matlab code for isogeometric boundary element analysis☆29Updated 12 years ago
- Matlab code for the Topology Optimization of Binary Structures (TOBS) method.☆35Updated 4 years ago
- A Matlab program for extruded-geometric-component-based 3D topology optimization☆12Updated 4 years ago
- Topology optimization for time dependent linear elastic problems on cartesian grids in 3D using PETSc.☆16Updated 2 years ago
- MATLAB Code for Creating a Mesh from a Bitmap Image☆16Updated 2 years ago
- Standard Material Point Method 2D code for beginners☆14Updated 3 years ago
- A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB☆15Updated 4 years ago