PhD Position in Signal Processing with Quantum Methods

il y a 2 semaines


GifsurYvette, Île-de-France INRIA Temps plein
Job Description

PhD Position in Signal Processing with Quantum Methods

We are seeking a highly motivated PhD student to work on a research project in signal processing with quantum methods. The project aims to develop and apply semi-classical signal analysis (SCSA) methods for the identification of vulnerable carotid plaques using CT scans.

About the Project

The SCSA method decomposes signals into a set of functions given by the squared eigenfunctions of the Schrödinger operator associated with its negative eigenvalues. This approach has been successfully applied in various biomedical applications, including arterial blood pressure waveform analysis and magnetic resonance spectroscopy denoising.

Objectives

  • Study the mathematical properties of the SCSA method and compare it with state-of-the-art methods such as Wavelets and empirical model decomposition methods.
  • Investigate the use of the 2D-SCSA for the characterization of CT scans intending to identify vulnerable carotid plaques for asymptomatic patients.

Requirements

  • Signal/image processing with interest in biomedical applications and Machine learning

Benefits

  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
  • Social, cultural and sports events and activities
  • Access to vocational training
  • Social security coverage

Salary

Gross salary 2.100 euros/mois



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