Can I read GNN for Predicting Structural Dynamics on EtoBox?

GNN for Predicting Structural Dynamics by Álvaro Mendoza is a document available to read on EtoBox.

What is GNN for Predicting Structural Dynamics about?

This document discusses using graph neural networks (GNN) to predict structural dynamic responses. Existing approaches like experiments and numerical models have limitations. Experiments are expensive and numerical models have high computational costs. The proposed GNN approach discretizes structures and uses an iterative prediction scheme to simulate full spatiotemporal structural dynamics. Benchmark tests show the GNN can accurately predict responses like displacement, strain, and stress for different str

Author

Álvaro Mendoza

Language

EN