pantale / ANN-FEAD-2021Links
Scripts for the ANN publication submited to FEAD 2021
☆14Updated 4 years ago
Alternatives and similar repositories for ANN-FEAD-2021
Users that are interested in ANN-FEAD-2021 are comparing it to the libraries listed below
Sorting:
- ☆59Updated 2 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆29Updated last month
- ☆26Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Updated 4 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆18Updated 8 months ago
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆23Updated 8 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆39Updated 3 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆60Updated 4 years ago
- Example of an Abaqus UMAT Subroutine written in C++☆26Updated 4 years ago
- Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material proper…☆23Updated 2 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆24Updated 4 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…☆26Updated 3 years ago
- ☆30Updated 3 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆36Updated 4 years ago
- An implementation of a UMAT on ABAQUS for aging viscoelastic materials☆19Updated 5 years ago
- MatPFF: Matlab FEM program for phase-field fracture (AT1/2, PFCZM) simulation☆27Updated 11 months ago
- Code of the publication "Physics informed neural networks for continuum micromechanics" published in https://doi.org/10.1016/j.cma.2022.1…☆18Updated 3 years ago
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- ☆42Updated 5 years ago
- A python script to generate code that creates a Voronoi cell FEM for Abaqus CAE☆37Updated 5 years ago
- UMAT subroutine for Abaqus where all of MML works are included. Enjoy!☆49Updated 2 years ago
- Cohesive elements in Abaqus UMAT☆46Updated 5 years ago
- A Machine Learning approach to Finite Element Methods, using U-Net inspired architectures.☆29Updated 6 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆37Updated last year
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆36Updated 3 years ago
- ☆23Updated last year
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆52Updated 7 years ago
- An Open-Source Framework for Advanced Phase-Field Simulations☆36Updated last month