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cs.CE2024
Inverse design of anisotropic microstructures using physics-augmented neural networks
Asghar A. Jadoon, Karl A. Kalina, Manuel K. Rausch +2
Composite materials often exhibit mechanical anisotropy owing to the material properties or geometrical configurations of the microstructure. This makes their inverse design a two-…
cs.CE2024★ 18 cited
A universal material model subroutine for soft matter systems
Mathias Peirlinck, Juan A. Hurtado, Manuel K. Rausch +2
Soft materials play an integral part in many aspects of modern life including autonomy, sustainability, and human health, and their accurate modeling is critical to understand thei…