Yuecheng Cai

Graph neural network-based surrogate models for thin-walled structural analysis with application to ship hull structures

Iterative structural design and optimization of ship hulls at the early design stage require many structural analysis evaluations. Finite element analysis (FEA) is the standard tool for evaluating stress and displacement fields, but it is computationally prohibitive at the scale required by design optimization. Existin...