Michele Alessandro Bucci

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning.
CoRR
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
2024 J jnl
An implicit GNN solver for Poisson-like problems.
Comput. Math. Appl.
Matthieu Nastorg, Michele Alessandro Bucci, Thibault Faney, Jean-Marc Gratien, Guillaume Charpiat, Marc Schoenauer
2024 J jnl
Graph Neural Networks and Differential Equations: A hybrid approach for data assimilation of fluid flows.
CoRR
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro
2024 — conf
Multi-Level GNN Preconditioner for Solving Large Scale Problems.
IPDPS (Workshops)
Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele Alessandro Bucci, Guillaume Charpiat, Marc Schoenauer
2024 J jnl
Multi-Level GNN Preconditioner for Solving Large Scale Problems.
CoRR
Matthieu Nastorg, Jean-Marc Gratien, Thibault Faney, Michele Alessandro Bucci, Guillaume Charpiat, Marc Schoenauer
2023 J jnl
An Implicit GNN Solver for Poisson-like problems.
CoRR
Matthieu Nastorg, Michele Alessandro Bucci, Thibault Faney, Jean-Marc Gratien, Guillaume Charpiat, Marc Schoenauer
2023 J jnl
Enhancing Data-Assimilation in CFD using Graph Neural Networks.
CoRR
Michele Quattromini, Michele Alessandro Bucci, Stefania Cherubini, Onofrio Semeraro
2022 J jnl
CD-ROM: Complementary Deep-Reduced Order Model.
CoRR
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022 J jnl
Continuous Methods : Adaptively intrusive reduced order model closure.
CoRR
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Thibault Dairay, Raphaël Meunier, Marc Schoenauer
2022 J jnl
Continuous Methods : Hamiltonian Domain Translation.
CoRR
Emmanuel Menier, Michele Alessandro Bucci, Mouadh Yagoubi, Lionel Mathelin, Marc Schoenauer
2022 J jnl
DS-GPS : A Deep Statistical Graph Poisson Solver (for faster CFD simulations).
CoRR
Matthieu Nastorg, Marc Schoenauer, Guillaume Charpiat, Thibault Faney, Jean-Marc Gratien, Michele Alessandro Bucci
2019 J jnl
A synthetic forcing to trigger laminar-turbulent transition in parallel wall bounded flows via receptivity.
J. Comput. Phys.
Francesco Picella, Michele Alessandro Bucci, Stefania Cherubini, Jean-Christophe Robinet