phanakata / ML_for_kirigami_designLinks
Python package to model and to perform topology optimization for graphene kirigami using deep learning
☆30Updated 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:
- ☆31Updated 3 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆10Updated 2 years ago
- Phase field model for material science applications.☆26Updated 6 years ago
- Open Source Dislocation Dynamics Simulation Framework and Libraries☆82Updated last month
- Multiscale Mechanics for Industrial Applications Winter School 2021☆75Updated 4 years ago
- Script for generate a 2D geometry based on a Voronoi diagram in COMSOL with Livelink for MATLAB☆19Updated 3 years ago
- Grain growth in polycrystal, described by multi-phase field model, implemented by cross-platform parallel (CPU/GPU) computing language of…☆50Updated 3 years ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆40Updated 2 weeks ago
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆63Updated last year
- Düsseldorf Advanced Material Simulation Kit (Read-only mirror)☆151Updated this week
- Implementation of 'Inverting the structure-property map of truss metamaterials via deep learning' (PNAS)☆30Updated last year
- MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high perfo…☆38Updated 2 months ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- How-to for working with COMSOL for Crystal Plasticity☆10Updated 5 years ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆27Updated 2 years ago
- ☆32Updated 3 years ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆27Updated 6 years ago
- Python Laboratory for Dislocation Dynamics☆10Updated 2 months ago
- The Mesoscale Microstructure Simulation Project☆70Updated 5 years ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆46Updated 3 years ago
- Repository for the SymPhas software for phase-field simulations☆27Updated this week
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 4 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆51Updated 2 months ago
- The CHiMaD Phase Field Community Website☆61Updated 3 months ago
- Graph-based Deep Learning of Polycrystals☆17Updated 3 years ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆37Updated 4 years ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆26Updated 3 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated 11 months ago
- mechanoChemML library☆17Updated 4 months ago
- A python package to simulate precipitation and diffusion behavior using Calphad☆35Updated 3 weeks ago