Bruno Raffin

Principal Researcher, INRIA

Joined

July 2019

Names

Bruno Raffin

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Principal Researcher

INRIA (inria.fr)

2001 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning HJB Viscosity Solutions with PINNs for Continuous-Time Reinforcement Learning
Alena Shilova, Thomas Delliaux, Philippe Preux, Bruno Raffin
- FoRLaC Poster
- Readers: Everyone
MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning
Sofya Dymchenko, Abhishek Purandare, Bruno Raffin
- CoRR 2024
- Readers: Everyone
Extreme-scale workflows: A perspective from the JLESC international community
Orcun Yildiz, Amal Gueroudji, Julien Bigot, Bruno Raffin, Rosa M. Badia, Tom Peterka
- Future Gener. Comput. Syst. 2024
- Readers: Everyone
Dynamic load/propagate/store for data assimilation with particle filters on supercomputers
Sebastian Friedemann, Kai Keller, Yen-Sen Lu, Bruno Raffin, Leonardo Bautista-Gomez
- J. Comput. Sci. 2024
- Readers: Everyone
Learning HJB Viscosity Solutions with PINNs for Continuous-Time Reinforcement Learning
Alena SHILOVA, Thomas Delliaux, Philippe Preux, Bruno Raffin
- Submitted to ICLR 2024
- Readers: Everyone
Melissa: coordinating large-scale ensemble runs for deep learning and sensitivity analyses
Marc Schouler, Robert Alexander Caulk, Lucas Thibaut Meyer, Théophile Terraz, Christoph Conrads, Sebastian Friedemann, Achal Agarwal, Juan Manuel Baldonado, Bartlomiej Pogodzinski, Anna Sekula, Alejandro Ribés, Bruno Raffin
- J. Open Source Softw. 2023
- Readers: Everyone
Revisiting Continuous-Time Reinforcement Learning. A Study of HJB Solvers Based on PINNs and FEMs
Alena SHILOVA, Thomas Delliaux, Philippe Preux, Bruno Raffin
- Published: 20 Jul 2023, Last Modified: 01 Sept 2023
- EWRL16
- Readers: Everyone
Deep Surrogate for Direct Time Fluid Dynamics
Lucas Thibaut Meyer, Louen Pottier, Alejandro Ribes, Bruno Raffin
- 21 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Training Deep Surrogate Models with Large Scale Online Learning
Lucas Thibaut Meyer, Marc Schouler, Robert Alexander Caulk, Alejandro Ribes, Bruno Raffin
- ICML 2023 Poster
- Readers: Everyone

View all 96 publications

Co-Authors

Abhishek Purandare
Achal Agarwal
Ahmed Turki
Alan Heirich
Alejandro Ribes
Alejandro Ribés
Alena SHILOVA
Alena Shilova
Alex Tek
Alexandre Ancel
Allan Lorant
Amal Gueroudji
Anna Sekula
Anne-Cécile Orgerie
Annemie Van Hirtum
Antoine Vanel
Bartlomiej Pogodzinski
Benjamin Petit
Benoît Bossavit
Bernard Virot
Bertrand Iooss
Brice Goglin
Bruno Lévy
Carlos J. Barrios
Christoph Conrads

View all 152 co-authors