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:
- ☆28Updated 2 years ago
- Code for 'Inverting the structure-property map of truss metamaterials via deep learning'☆26Updated 7 months ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆26Updated 6 years ago
- Phase field model for material science applications.☆24Updated 6 years ago
- A computational building block approach towards multiscale architected materials analysis and design with application to hierarchical met…☆25Updated 2 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆47Updated 11 months 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
- The CHiMaD Phase Field Community Website☆57Updated this week
- METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design☆14Updated 2 years ago
- Phase field model for precipitate aging in ternary analogues to Ni-based superalloys☆35Updated 4 years ago
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆36Updated last week
- Multiscale Mechanics for Industrial Applications Winter School 2021☆73Updated 4 years ago
- Topology Optimization for Porous Electrodes☆12Updated 2 years ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆9Updated 2 years ago
- mechanoChemML library☆17Updated 2 years ago
- Differentiable Flexible Mechanical Metamaterials☆22Updated 6 months ago
- Thermodynamics-based Artificial Neural Networks☆25Updated 2 years ago
- ☆29Updated 2 years ago
- A short tutorial on phase field models.☆27Updated 3 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 3 years ago
- These matlab codes simulate grain growth by solving the phase field equations using a centered finite difference method☆80Updated 6 years ago
- Computer simulation on the crystallization of polymer dendritic crystal based on the phase-field model☆20Updated 6 years ago
- phase field codes for phase transformation in steels☆36Updated 9 years ago
- The Mesoscale Microstructure Simulation Project☆66Updated 4 years ago
- ☆11Updated 3 years ago
- Efficient GPU-computing simulation for differentiable crystal plasticity finite element method☆37Updated 3 months ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Band gaps of are intrinsic physical properties of periodic structures, for example, mechanical metamaterials or phononic crystals, which …☆21Updated 3 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆15Updated 3 weeks ago