Jasiuk-Research-Group / DeepEnergy-TopOptLinks
Density-based topology optimization via the deep energy method
☆11Updated 2 years ago
Alternatives and similar repositories for DeepEnergy-TopOpt
Users that are interested in DeepEnergy-TopOpt are comparing it to the libraries listed below
Sorting:
- ☆11Updated 5 years ago
- Dual mesh approach for solving phase field based brittle fracture problems☆13Updated 4 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆12Updated last year
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 4 years ago
- First order Scaled buondry finite element method for 2D elastic problems☆14Updated 2 months ago
- Abaqus/Standard user element subroutine (UEL) for small strain isotropic linear elastostatics using standard displacement formulation.☆16Updated 3 weeks ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated 3 months ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆21Updated 2 years ago
- The conventional theory of mechanism-based strain gradient plasticity is realized via ANSYS user programmable features for USERMAT subrou…☆10Updated last year
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆16Updated 2 years ago
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆16Updated 4 years ago
- Prediction and control of fracture paths in disordered architected materials using graph neural networks☆11Updated 2 years ago
- Qi ZHANG's simulation code☆11Updated 11 months ago
- Finite Element Code for Elasto-plastic Analysis of Slope Stability☆26Updated 3 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- Deep learning model to predict complex stress and strain fields in hierarchical composites☆28Updated 2 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆28Updated 3 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆33Updated 4 years ago
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆17Updated last month
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆11Updated 10 months ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆18Updated 7 months ago
- ☆40Updated last year
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆33Updated 4 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆39Updated 11 months ago
- Code for the paper: Phase-Field Finite Deformation Fracture with an Effective Energy for Regularized Cracks.☆14Updated last year
- ☆12Updated last year
- The reliability analysis is studied for stiffened Kirchhoff's plate bending using the Finite Element Method in MATLAB. We used the Hsieh-…☆13Updated 3 years ago
- 3D FEM code (matlab)☆32Updated last year