bessagroup / 3dasm_courseLinks
Data-Driven Design & Analysis of Structures & Materials (3dasm)
☆23Updated last week
Alternatives and similar repositories for 3dasm_course
Users that are interested in 3dasm_course are comparing it to the libraries listed below
Sorting:
- Thermodynamics-based Artificial Neural Networks☆28Updated 2 years ago
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆40Updated last month
- Microstructure Characterization and Reconstruction in Python☆51Updated 7 months ago
- ☆15Updated 3 weeks ago
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆124Updated last year
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- ☆32Updated 3 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆53Updated last week
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆53Updated 6 months ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆16Updated 2 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆103Updated last year
- Extension of DOLFINx implementing the concept of external operator☆37Updated 2 months ago
- dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex mater…☆23Updated 4 months ago
- Python Laboratory for Finite Element Analysis☆59Updated last week
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆14Updated 2 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆86Updated 2 months ago
- Micro mechanical computations with an FFT-based method☆53Updated 3 years ago
- ☆56Updated 2 years ago
- ☆21Updated 11 months ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆65Updated last month
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆17Updated 3 months ago
- DRAGen RVE Generator☆29Updated 7 months ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- Microstructure generator.☆21Updated 4 months ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆38Updated last week
- Graph neural networks for stress and strain fields prediction☆52Updated 2 years ago
- ☆16Updated 2 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆66Updated 3 months ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆35Updated 5 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆51Updated last year