Cindy Y. Zhang

Cindy Y. Zhang

Scholar Title

MIT MGAIC | MIT Generative AI Impact Research and Innovation Scholar

Research Title

Physics-Integrated Generative Design for Novel Metamaterial Discovery

Cohort

2026–2027

Department

Mathematics; Electrical Engineering and Computer Science

Research Areas
  • AI and Machine Learning
  • Materials
Supervisor

Mina Konaković Luković

Abstract

Our project proposes to develop a computational framework for automated discovery of mechanical metamaterials. The system will take as input user-specified mechanical objectives and generate candidate microstructure geometries optimized to achieve the desired physical response. As an initial focus, we will target periodic and spatially varying microstructures for programmable stiffness, directional compliance, and energy absorption. Example inputs may include a target effective stiffness tensor, a desired force-displacement curve, maximum energy absorption under compression, or a prescribed deformation response.

Quote

Through this SuperUROP, I hope to apply my mathematics and computational background to contribute to a long-term research project. I look forward to learning about metamaterials and expanding my knowledge of real-world applications to materials design and manufacturing.

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