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20232026
most citedUsing Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures

10 citations · 23 across the 5 of their papers we have counts for

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Showing 2025Show all

2 papers · 1 filter

cs.CE2025★ 7 cited

Modal Decomposition and Identification for a Population of Structures Using Physics-Informed Graph Neural Networks and Transformers

Xudong Jian, Kiran Bacsa, Gregory Duthé +1

Modal identification is crucial for structural health monitoring and structural control, providing critical insights into structural dynamics and performance. This study presents a…

cs.LG2025

Graph Transformers for inverse physics: reconstructing flows around arbitrary 2D airfoils

Gregory Duthé, Imad Abdallah, Eleni Chatzi

We introduce a Graph Transformer framework that serves as a general inverse physics engine on meshes, demonstrated through the challenging task of reconstructing aerodynamic flow f…