Current position: Home >> Scientific Research >> Paper Publications

DiffMat: Data-driven inverse design of energy-absorbing metamaterials using diffusion model

Release Time:2025-02-20  Hits:

Date of Publication: 2024-10-25

Journal: Computer Methods in Applied Mechanics and Engineering

Volume: 432

ISSN: 0045-7825

Key Words: Data driven; Deep learning; Design frameworks; Diffusion model; Energy; Energy-absorbing metamaterial; Inverse designs; Mechanical; Non-linear design

Prev One:Data-driven based stable analysis algorithm for nonlinear truss structures with geometric instabilities

Next One:A new seismic metamaterial design with ultra-wide low-frequency wave suppression band utilizing negative Poisson's ratio material