Copyright: ThalesSource : Thales

Challenge

AI x Space

Revolutionizing space production with AI: automating operations, optimizing algorithms, and enhancing anomaly detection

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Challenge Overview

Description du challenge

New technologies have become key to increase space products production rates against the backdrop of a fast-evolving industry. AI integration in our production process aims to:

  • Automatize and optimize operations of a satellite  
  • Detect anomalies in observations and explain object/change detection
  • Optimize algorithms in embedded software
  • Optimize data processing and analysis through multiple satellites
  • Provide AI solutions for telecom signal processing: detection, characterization, jamming...
Copyright: Artsiom P
Copyright: Artsiom P
Copyright: dimazel
Copyright: dimazel

Wanted

Expert in    

  • Machine learning engineering    
  • Data science    
  • Explainability    
  • Automation    
  • Robotics    

Experience in      

  • Computer vision    
  • System maintenance    
  • Distributed system optimization.

Projects you could be working on

  • Improve the autonomy of satellite management  
  • Implement mission planning, that considers resource allocation optimization concerning satellite telecommunication (on data like radio frequency plan), to overcome the computational limitations of solvers.    
  • Optimize data take opportunities of observation satellites constellation for a specific mission objective with combinatorial multicriteria optimization under time constraints    
  • High-performance change detection in terms of robustness, explicability, and sensitivity, using an unsupervised approach, to for example distinguish a lure from a real object