jhbastek / VideoMetamaterials
Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models'
☆53Updated 8 months ago
Alternatives and similar repositories for VideoMetamaterials:
Users that are interested in VideoMetamaterials are comparing it to the libraries listed below
- Code for 'Inverting the structure-property map of truss metamaterials via deep learning'☆27Updated 6 months ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆24Updated 2 years ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆16Updated 9 months ago
- Thermodynamics-based Artificial Neural Networks☆25Updated 2 years ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆36Updated 8 months ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Differentiable Flexible Mechanical Metamaterials☆19Updated 4 months ago
- ☆28Updated 2 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆31Updated last month
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆13Updated last year
- When using, please cite "A new family of Constitutive Artificial Neural Networks towards automated model discovery", CMAME, https://doi.o…☆46Updated last month
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆14Updated last year
- ☆11Updated 3 years ago
- An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation☆26Updated 4 months ago
- Benchmarking physics-constrained data-driven models of hyperelasticity against rubber and soft tissue datasets☆13Updated 2 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆32Updated 4 years ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 9 months ago
- ☆51Updated last year
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆30Updated 5 years ago
- ☆34Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆58Updated 3 years ago
- Constitutive Artificial Neural Networks (CANNs) for modeling of hyperelastic materials☆26Updated 4 years ago
- Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics☆30Updated 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…☆18Updated 2 months ago
- ☆11Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆19Updated 2 years ago
- ☆14Updated last year
- ☆10Updated last year
- This repository contains a simple 55 lines code to carry out large scale parallel Topology Optimization using FEniCS in python☆46Updated last year
- Python implementation of the 188 line Moving Morphable Components topology optimization code.☆19Updated 4 years ago