bessagroup / 3dasm_courseLinks
Data-Driven Design & Analysis of Structures & Materials (3dasm)
☆24Updated 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:
- CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization☆41Updated 3 months ago
- Thermodynamics-based Artificial Neural Networks☆30Updated 2 years ago
- Microstructure Characterization and Reconstruction in Python☆53Updated 9 months ago
- ☆32Updated 3 years ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆38Updated 5 years ago
- ☆17Updated 2 months ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆56Updated last week
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆57Updated last month
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- ☆58Updated 2 years ago
- Python Laboratory for Finite Element Analysis☆59Updated last month
- 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 6 months ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆105Updated last year
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆129Updated last year
- Micro mechanical computations with an FFT-based method☆54Updated 3 years ago
- MATBOX is an open-source MATLAB toolbox dedicated to microstructure analsyis of porous/heterogeneous materials☆66Updated 3 months ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- Microstructure generator.☆28Updated last month
- DRAGen RVE Generator☆32Updated 9 months ago
- multiphenicsx - easy prototyping of multiphysics problems in FEniCSx☆60Updated this week
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆19Updated 2 years ago
- Microstructure modeling, mesh generation, analysis, and visualization.☆89Updated last month
- ☆23Updated last year
- Extension of DOLFINx implementing the concept of external operator☆39Updated last week
- FANS: an open-source, efficient, and parallel FFT-based homogenization solver designed to solve microscale multiphysics problems.☆18Updated last week
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆15Updated 2 years ago
- Toolbox for particulate microstructure modelling☆55Updated 2 years ago
- The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provi…☆23Updated 2 years ago
- Multi-fidelity reduced-order surrogate modeling☆25Updated 4 months ago