Local Global Graph Transformer
Abstract
v1.0.0 – Initial Release First stable release of the Local-Global Graph Transformer, including full model implementation, training scripts, preprocessing, and documentation. Please cite Graph Neural Networks with Hybrid Local-Global Attention for Effective Prediction of Mechanical Response in Structures, Computer Methods Applied Mechanics and Engineering, 2026. @article{patrignani2026hybrid, title={Graph Neural Networks with Hybrid Local-Global Attention for Effective Prediction of Mechanical Response in Structures}, author={Patrignani, Luca and Pinho, Silvestre T.}, journal={Computer Methods in Applied Mechanics and Engineering}, year={2026} }
Fields of Study & Subjects
Model Reduction and Neural Networks
Advanced Graph Neural Networks
Machine Learning in Materials Science
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 January 2026