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