3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Uncertainty-aware damage identification in short-span bridges via physics-informed variational autoencoder
Ana Fernandez-Navamuel, A. Javier Omella, Diego Zamora-Sanchez +1
Vibration-based damage identification in civil infrastructure is a challenging, ill-posed inverse problem due to measurement noise, sparse sensor arrays, and environmental variabil…
math.NA2025★ 3 cited
An -adaptive finite element method using neural networks for parametric self-adjoint elliptic problem
Danilo Aballay, Federico Fuentes, Vicente Iligaray +5
This work proposes an -adaptive finite element method (FEM) using neural networks (NNs). The method employs the Ritz energy functional as the loss function, currently limiting i…