works on
finite element analysis 1hyperelastic constitutive modeling 1multimaterial 3d printing 1physics-informed neural networks 1soft robotics 1topology optimization 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

physics.comp-ph2026

Towards end-to-end optimization in multimaterial 3D printing

Xue-Ling Luo, Steven Yang, Jingye Tan +3

The paper introduces an end-to-end computational framework that combines sparsified physics‑augmented neural networks with finite‑element topology optimization to jointly optimize…