bessagroup / 3dasm_courseLinks
Data-Driven Design & Analysis of Structures & Materials (3dasm)
☆24Updated 3 months ago
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☆43Updated 7 months ago
- Thermodynamics-based Artificial Neural Networks☆30Updated 2 years ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 3 years ago
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆64Updated 3 weeks ago
- ☆59Updated 2 years ago
- ☆19Updated 2 months ago
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆42Updated 5 years ago
- Microstructure Characterization and Reconstruction in Python☆55Updated last year
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆16Updated 3 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆72Updated 3 weeks ago
- DRAGen RVE Generator☆35Updated last year
- dolfinx_materials is a Python add-on package to the dolfinx interface to the FEniCSx project. It enables the user to define complex mater…☆26Updated 2 months ago
- ☆33Updated 3 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆73Updated 8 months ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆45Updated last year
- Code for "Discovering plasticity models without stress data" (npj Computational Materials, 2022) and "Automated discovery of generalized …☆25Updated last year
- Python for Scientific Computing (FEniCS, PyTorch, VTK)☆136Updated last year
- ☆34Updated 3 months ago
- micmacsfenics: a FEniCs-based implementation of two-level finite element simulations (FE2) using computational homogenization.☆21Updated 7 months ago
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆30Updated last month
- Adaptive phase field modeling of fracture using deep energy minimization.☆39Updated 4 years ago
- ☆32Updated 3 years ago
- Extension of DOLFINx implementing the concept of external operator☆41Updated last month
- 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.☆94Updated last month
- ☆17Updated 2 years ago
- Micro mechanical computations with an FFT-based method☆57Updated 4 years ago
- Microstructure generator.☆28Updated 5 months ago
- ☆14Updated last year
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆30Updated last year