Gregory Duthé

According to our database, Gregory Duthé authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Towards Interpretable Damage Detection based on Aerodynamic Pressure Measurements.

Philip Franz, Max von Danwitz, Gregory Duthé, Alexander Popp, Eleni Chatzi

CoRR, May, 2026

PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty.

Marcus Haywood-Alexander, Gregory Duthé, Eleni N. Chatzi

CoRR, April, 2026

2025

A Mechanistic Analysis of Transformers for Dynamical Systems.

Gregory Duthé, Nikolaos Evangelou, Wei Liu, Ioannis G. Kevrekidis, Eleni N. Chatzi

CoRR, December, 2025

Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later.

Arnaud Vadeboncoeur, Gregory Duthé, Mark Girolami, Eleni N. Chatzi

CoRR, September, 2025

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

Xudong Jian, Kiran Bacsa, Gregory Duthé, Eleni N. Chatzi

CoRR, May, 2025

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

Gregory Duthé, Imad Abdallah, Eleni N. Chatzi

CoRR, January, 2025

2024

Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures.

Xudong Jian, Yutong Xia, Gregory Duthé, Kiran Bacsa, Wei Liu, Eleni N. Chatzi

CoRR, 2024

2023

Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing.

Gregory Duthé, Imad Abdallah, Sarah Barber, Eleni N. Chatzi

CoRR, 2023