Sixou Bruno

Associate Professor, Creatis/Insa Lyon, Institut National des Sciences Appliquées de Lyon

Joined

May 2025

Names

Sixou Bruno (Preferred)

Sixou

Emails

****@insa-lyon.fr (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Associate Professor

Creatis/Insa Lyon, Institut National des Sciences Appliquées de Lyon (insa-lyon.fr)

1995 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Inverse Problems

Present

Deep learning

Present

Publications

Kernel-Adaptive Physics-Informed Shallow Meta-Learning for Parametric Linear PDEs
Vikas Dwivedi, Monica Sigovan, Sixou Bruno
- AI&PDE Poster
- Readers: Everyone
Empirical-Bayes XTFC for Inverse Parameter Estimation
Vikas Dwivedi, Monica Sigovan, Sixou Bruno
- NeurIPS 2025 Workshop
- Readers: Everyone
Curriculum-Learning PIELMs for Hemodynamic Flows
Vikas Dwivedi, Monica Sigovan, Sixou Bruno
- NeurIPS 2025 Workshop
- Readers: Everyone
Curriculum Learning-Driven PIELMs for Fluid Flow Simulations
Vikas Dwivedi, Bruno Sixou, Monica Sigovan
- CoRR 2025
- Readers: Everyone
Synergistic PET/MR Reconstruction with VAE Constraint
Valentin Gautier, Claude Comtat, Florent Sureau, Alexandre Bousse, Voichita Maxim, Bruno Sixou
- EUSIPCO 2024
- Readers: Everyone
POD method for acceleration of blood flow reconstruction in a vessel with contrast enhanced X-ray CT
Shusong Huang, Monica Sigovan, Bruno Sixou
- Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2023
- Readers: Everyone
Variable length genetic algorithm with continuous parameters optimization of beam layout in proton therapy
François Smekens, Nicolas Freud, Bruno Sixou, Guillaume Beslon, Jean-Michel Létang
- CoRR 2022
- Readers: Everyone
Towards the optimization of ballistics in proton therapy using genetic algorithms: implementation issues
François Smekens, Nicolas Freud, Bruno Sixou, Guillaume Beslon, Jean-Michel Létang
- CoRR 2022
- Readers: Everyone
Convergence of regularization methods with filter functions for a regularization parameter chosen with GSURE and mildly ill-posed inverse problems
Bruno Sixou
- J. Comput. Appl. Math. 2020
- Readers: Everyone
Efficiency of TV-regularized algorithms in computed tomography with Poisson-Gaussian noise
Théo Leuliet, Louise Friot-Giroux, Walid Baaziz, Élie Bretin, Ovidiu Ersen, Françoise Peyrin, Bruno Sixou, Voichita Maxim
- EUSIPCO 2020
- Readers: Everyone

View all 32 publications

Co-Authors

View all 30 co-authors