RISE International Network for Solutions Technologies and Applications of Real-time Systems

Livrables

Setting up the project portal and emails distribution lists social media accounts and project website

Provide a report outlining the activity and results after Year 1

Provide a report containing an analysis of the exploitation context and business opportunities in domains with HPC realtime requirements and the associated methodology towards exploitation of the projects results

Mid-term review report

Provide a report after the midterm review with teh project office

Data acquisition solution specification document

Provide a report outlining the specifications of the data acquisition solution board firmware and API to be tested in the project

AO RTC platform specifications and design report

Provide a report outlining the specifications and the design of the adaptive optics realtime control platform to be implemented with an emphasis on scalability and portability

Analysis of the selected parallel programming models

Provide a report outlining the analysis of applicable parallel programming models and selection criteria to choose among them for the project

Publications

Model-free reinforcement learning with a non-linear reconstructor for closed-loop adaptive optics control with a pyramid wavefront sensor

Auteurs: B. Pou, J. Smith, E. Quinones, M. Martin, D. Gratadour
Publié dans: Adaptive Optics Systems VIII, edited by Laura Schreiber, Dirk Schmidt, Elise Vernet, 2022
Éditeur: SPIE
DOI: 10.1117/12.2627849

A high-performance data acquisition on COTS hardware for astronomical instrumentation

Auteurs: Julien Plante, Damien Gratadour, Lionel Matias, Cédric Viou, Elena Agostini
Publié dans: Software and Cyberinfrastructure for Astronomy VII, 2022
Éditeur: SPIE
DOI: 10.1117/12.2627827

Denoising wavefront sensor images with deep neural networks

Auteurs: B. Pou, E. Quiñones, D. Gratadour, M. Martin
Publié dans: Adaptive Optics Systems VII, 2020
Éditeur: SPIE
DOI: 10.1117/12.2576242

Real-time high performance computing using a Jetson Xavier AGX

Auteurs: Cyril Cetre, Florian Ferreira, Arnaud Sevin, Rémi Barrere and Damien Gratadour
Publié dans: 11th European Congress Embedded Real Time System, 2022
Éditeur: ERTS

Adaptive optics control with multi-agent model-free reinforcement learning

Auteurs: B. Pou; F. Ferreira; E. Quinones; D. Gratadour; M. Martin
Publié dans: Optics Express, 2022, ISSN 1094-4087
Éditeur: Optical Society of America
DOI: 10.1364/oe.444099

Livrables

Publications

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