pantale / ANN-FEAD-2021Links
Scripts for the ANN publication submited to FEAD 2021
☆13Updated 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:
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆22Updated last month
- ☆55Updated 2 years ago
- ☆21Updated 8 months ago
- Generates an Abaqus simulation batch describing a cracked half-plane, and outputs the J-integral☆23Updated 8 years ago
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆11Updated 3 years ago
- A monte carlo simulation for the performance of composite laminate plates with stochastic material properties.☆13Updated 5 years ago
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 4 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 years ago
- CFD-DeepLearning-UNET☆14Updated 4 years ago
- ☆39Updated 5 years ago
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆16Updated 2 years ago
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated 2 years ago
- ☆30Updated 3 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…☆22Updated 2 years ago
- Numerical impementation of the Gurson model with GTN modification.☆38Updated 5 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆32Updated 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
- UMAT subroutine for Abaqus where all of MML works are included. Enjoy!☆45Updated last year
- 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
- Computational framework to implement an artificial neural network based constitutive model in Abaqus for mesh coarsening☆50Updated 6 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 2 months ago
- Example of an Abaqus UMAT Subroutine written in C++☆26Updated 4 years ago
- MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning☆34Updated 3 years ago
- 这是一个 基于 Python 有限元理论，算法与应用的仓库☆13Updated 5 years ago
- Predicting Thermal Fields in AdditiveManufacturing by FEM simulations andMachine Learning☆56Updated 3 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated 3 months ago
- This repository contains scripts for the batch generation of polycrystalline RVE models and finite element analysis operations. These scr…☆20Updated 2 months ago
- Cohesive elements in Abaqus UMAT☆38Updated 4 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆18Updated last year
- It contains UMAT for small to high strain rate (0.001 - 1000 /s ) simulation of fcc single crystal Aluminium☆14Updated last month