lamm-mit/GraphGeneration
GraphGeneration: Modeling and design of hierarchical bio-inspired de novo spider web structures using deep learning and additive manufacturing
This project helps materials scientists and engineers design new, complex 3D structures inspired by natural spider webs. You provide geometric parameters like average edge length and number of nodes, and it generates unique web-like structures that mimic or extend natural designs. This is useful for researchers in biomaterials, advanced manufacturing, and structural engineering looking to create lightweight yet strong architected materials.
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Use this if you need to rapidly generate novel, bio-inspired 3D material designs with specific geometric properties for research and development.
Not ideal if you are looking for a simple tool to visualize existing 2D web structures or perform basic structural analysis on predefined geometries.
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Language
Jupyter Notebook
License
MIT
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Last pushed
Jul 25, 2023
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