Trained AI system learns to design cellular materials for tissue engineering, energy storage
(phys.org)
TLDR; Summary
Trained AI system designs cellular materials for tissue engineering, energy storage
Research involves modeling, numerical homogenization algorithm, and FEM simulation
Generative AI used to develop approach for designing cellular materials with specific porosity and stiffness
Applications include bone implants, soft robotics, electronics, energy storage
System explores designs from low-dimension feature space to generate desired properties
3D geometric structure composed of voxels used in the design process
Real 3D materials constructed and tested experimentally
AI system can target a wider variety of properties in materials it designs
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