phanakata / ML_for_kirigami_designLinks
Python package to model and to perform topology optimization for graphene kirigami using deep learning
☆28Updated 4 years ago
Alternatives and similar repositories for ML_for_kirigami_design
Users that are interested in ML_for_kirigami_design are comparing it to the libraries listed below
Sorting:
- ☆30Updated 2 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆45Updated last year
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆26Updated 9 months ago
- ☆30Updated 3 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- mechanoChemML library☆17Updated last week
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆48Updated last year
- Script for generate a 2D geometry based on a Voronoi diagram in COMSOL with Livelink for MATLAB☆16Updated 3 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 3 years ago
- Multiscale Mechanics for Industrial Applications Winter School 2021☆75Updated 4 years ago
- HMM implementation featuring Deal.II (FE) and LAMMPS (MD)☆19Updated 3 years ago
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆15Updated 2 years ago
- The CHiMaD Phase Field Community Website☆58Updated 2 weeks ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆16Updated 7 months ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 2 years ago
- Differentiable Flexible Mechanical Metamaterials☆22Updated 7 months ago
- The Mesoscale Microstructure Simulation Project☆66Updated 4 years ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆26Updated 6 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆42Updated 2 years ago
- MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high perfo…☆35Updated 3 months ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆36Updated 4 years ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆45Updated 3 years ago
- Phase field model for material science applications.☆25Updated 6 years ago
- Repository for the SymPhas software for phase-field simulations☆24Updated this week
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆37Updated last month
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆31Updated 3 months ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆27Updated 3 years ago
- Adaptive Mesh Phase-field Evolution☆39Updated last month
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆17Updated 2 months ago