Oct 2026
A mesh-based neural energy solver for linear and nonlinear plane elasticity problems
The results demonstrate that MNES accurately reproduces the corresponding finite-element energy solutions and highlight the potential of neural reparameterization as an alternative formulation for solving discretized finite-element variational problems.
Do T. Si, Hau T. Mai, Seunghye Lee et al.
· Engineering computations · 0 citations