bertoldi-collab / DifFlexMM
Differentiable Flexible Mechanical Metamaterials
☆20Updated 3 months ago
Alternatives and similar repositories for DifFlexMM:
Users that are interested in DifFlexMM are comparing it to the libraries listed below
- Code for 'Inverting the structure-property map of truss metamaterials via deep learning'☆26Updated 5 months ago
- Implementation of 'Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models'☆52Updated 7 months ago
- ☆11Updated 3 years ago
- Generates patterns with seamlessly connected building blocks☆12Updated 10 months ago
- ☆27Updated 2 years ago
- Implementation of a ResUNet-based DeepONet for predicting stress distribution on variable input geometries subject to variable loads. A R…☆12Updated last year
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆14Updated last year
- Thermodynamics-based Artificial Neural Networks☆24Updated last year
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆35Updated 7 months ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆18Updated 2 years ago
- An 808-line Matlab educational code for combined multi-scale topology optimisation and phasor-based dehomogenisation☆25Updated 3 months ago
- Band gaps of are intrinsic physical properties of periodic structures, for example, mechanical metamaterials or phononic crystals, which …☆21Updated 3 years ago
- A MATLAB toolbox for functionally graded lattice generation, in different configurations.☆15Updated last month
- Topology Optimization under Uncertainty (TOuU)☆15Updated 6 years ago
- mechanoChemML library☆16Updated 2 years ago
- Adaptive phase field modeling of fracture using deep energy minimization.☆32Updated 3 years ago
- Topology Optimization for Porous Electrodes☆10Updated 2 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆25Updated 3 weeks ago
- Computational Homogenization calculation in macroscopic and microscopic structurures. The microscopic BVPs are solved by FFT method. The …☆18Updated 8 months ago
- IH-GAN, data generation, and topology optimization code associated with our accepted CMAME 2022 paper: "IH-GAN: A Conditional Generative …☆23Updated 2 years ago
- Code for 'Unifying the design space of truss metamaterials by generative modeling'☆15Updated 8 months ago
- Using Fourier Neural Operator to measure the physical fields for a mode-I failure of 2D composites☆12Updated 2 years ago
- Python implementation of the 188 line Moving Morphable Components topology optimization code.☆19Updated 4 years ago
- ☆11Updated last year
- Phase Field Fracture modelling in COMSOL☆22Updated 3 years ago
- Demonstration codes for the level set based mesh evolution method for shape optimization☆15Updated last year
- Direct Mesh-free Topology Optimization using Neural Networks☆18Updated last year
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆10Updated 6 months ago
- Graded Multiscale Fluid Topology Optimization using Neural Networks☆19Updated last year
- Linear elastic analysis of heterogeneous materials and structures with the Extended Multiscale Finite Element Method (EMsFEM)☆18Updated 3 years ago