2 papers
cond-mat.soft2025
Point-Cloud Based Inverse Design of Free-Form Metamaterials Using Deep Generative Networks
Kijung Kim, Seungwook Hong, Wonjun Jung +3
Mechanical metamaterials enable precise control over structural properties, but their design method remains challenging due to their complex structure. Although additive manufactur…
cs.CE2025
Toward a Robust and Generalizable Metamaterial Foundation Model
Namjung Kim, Dongseok Lee, Jongbin Yu +4
Advances in material functionalities drive innovations across various fields, where metamaterials-defined by structure rather than composition-are leading the way. Despite the rise…