filippo-masi / NICE
Neural integration for constitutive equations
☆10Updated last year
Alternatives and similar repositories for NICE:
Users that are interested in NICE are comparing it to the libraries listed below
- A viscoplastic strain-softening Mohr-Coulomb UMAT☆15Updated 3 years ago
- Implementation of a new hybrid machine learning technique for multi-fidelity surrogates of finite elements models with applications in mu…☆11Updated last year
- First order Scaled buondry finite element method for 2D elastic problems☆11Updated last year
- ☆11Updated 5 years ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated last month
- Neural network hyperelastic constitutive modeling of anisotropic materials. Includes UMAT☆23Updated 3 years ago
- ☆49Updated last year
- Physics-informed deep learning for structural dynamics under moving load☆10Updated 5 months ago
- User Material Model Implementation (UMAT) based on Finite Viscoelasticity Theory for Hydrogels in Abaqus☆28Updated last month
- FEM enhanced neural network☆15Updated 2 years ago
- A phase-field model for brittle fracture is implemented in the commercial finite element software Abaqus by means of UEL subroutines. The…☆25Updated 2 years ago
- Constitutive modeling · Deep learning · History-dependent materials · Recurrent neural networks · Viscoelasticity☆16Updated last week
- Neural Network Approach for Elastoplastic Constitutive Modeling☆25Updated last year
- The source file of the implementation of ABAQUS polyhedral user element based on the scaled boundary finite element method (SBFEM).☆31Updated 4 years ago
- Optimal calibration of continuum cyclic constitutive model using Particle Swarm Optimization☆16Updated 7 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
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆49Updated 4 years ago
- ☆39Updated last year
- ☆18Updated last year
- MATLAB Programming for Virtual Element Methods☆48Updated 10 months ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆24Updated last year
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆15Updated last year
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆18Updated 2 years ago
- Physics-guided neural network framework for elastic plates☆37Updated 3 years ago
- ☆14Updated 5 months ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆11Updated last year
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 8 months ago
- This library has a lot of Fortran Routines for model implicit material constitutive behavior. There are implementation of Neo-Hooken, Odg…☆24Updated 7 years ago
- A repository to deform a material under multiple loading conditions:monotonic, cyclic.☆31Updated 10 months ago
- Matlab toolbox for digital image based simulation☆13Updated 2 years ago