Open access
Aug 2026
Cellular Material Network: A General Machine Learning Architecture for Predicting Mechanical Properties of Cellular Materials
CM‐Net is introduced, a physics‐informed machine learning architecture for predicting mechanical properties of cellular materials and its scalability and generalizability make CM‐Net a transformative tool for accelerating lightweight, high‐performance cellular material development.
Sicong Zhou, Qiang Gao, Liuchao Jin et al.
· Advanced Intelligent Systems · 0 citations