4 papers
Towards On-Board Implementation of ML-Based Helicopter Weight Estimator
Nicolas Valot, Ammar Mechouche, Benjamin Lesage +2
This paper focuses on the implementation of a novel supervised Machine Learning model for estimating helicopter weight during takeoff, utilizing extensive datasets from Airbus's gl…
Extension of ACETONE C code generator for multi-core architectures
Yanis Aït-Aïssa, Thomas Carle, Sergei Chichin +2
As the industry's interest in machine learning has grown in recent years, some solutions have emerged to safely embed them in safety-critical systems, such as the C code generator…
Interferences within a certifiable design methodology for high-performance multi-core platforms
Mohamed Amine Khelassi, Felix Suchert, Abderaouf Amalou +8
The adoption of high-performance multi-core platforms in avionics and automotive systems introduces significant challenges in ensuring predictable execution, primarily due to share…
Implementation of airborne ML models with semantics preservation
Nicolas Valot, Louis Fabre, Benjamin Lesage +2
Machine Learning (ML) may offer new capabilities in airborne systems. However, as any piece of airborne systems, ML-based systems will be required to guarantee their safe operation…