Thrilled to share that our paper on piezoelectric truss metamaterials is finally out in npj Metamaterials. 🚀 The backstory: Anisotropy of natural piezoelectric ⚡️ materials is limited by their crystal symmetry. We break this limit — not with chemistry, but with geometry. 📐 doi.org/10.1038/s444...

Check out our paper on designing spinodal metamaterials by directly using a small set of experimental data! We introduce physics-enhanced ML strategies to compensate for the small amount of data and simulation-experiment gap.👇 doi.org/10.1016/j.em...

Interested in designing recyclable polymers with human-in-the-loop ML — from computational predictions all the way to lab synthesis? Check out our latest paper 👇 doi.org/10.1002/advs... Great collaboration with Aniruddh Vashisth and group @ University of Washington!

Interested in designing curvature-based morphologies for bio-mimetic applications? Or bridging curvature and mechanics for stronger metamaterials? Check out our recent paper👇 Link: doi.org/10.1002/aisy... Great work by Yaqi Guo and @saurav-sharma.bsky.social