Giovanni Catalani

According to our database, Giovanni Catalani authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

NeurIPS 2024 ML4CFD Competition: Results and Retrospective Analysis.

Mouadh Yagoubi, David Danan, Milad Leyli-Abadi, Jocelyn Ahmed Mazari, Jean-Patrick Brunet, Abbas Kabalan, Fabien Casenave, Yuxin Ma, Giovanni Catalani, Jean Fesquet, Jacob Helwig, Xuan Zhang, Haiyang Yu, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier, Shuiwang Ji

CoRR, June, 2025

Towards scalable surrogate models based on Neural Fields for large scale aerodynamic simulations.

Giovanni Catalani, Jean Fesquet, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier

CoRR, May, 2025

Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning.

Fabien Casenave, Xavier Roynard, Brian Staber, William Piat, Michele Alessandro Bucci, Nissrine Akkari, Abbas Kabalan, Xuan Minh Vuong Nguyen, Luca Saverio, Raphaël Carpintero Perez, Anthony Kalaydjian, Samy Fouché, Thierry Gonon, Ghassan Najjar, Emmanuel Menier, Matthieu Nastorg, Giovanni Catalani, Christian Rey

CoRR, May, 2025

Geometry aware inference of steady state PDEs using Equivariant Neural Fields representations.

Giovanni Catalani, Michael Bauerheim, Frederic Tost, Xavier Bertrand, Joseph Morlier

CoRR, April, 2025

2024

Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations.

Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier

CoRR, 2024