Type de contrat : CDD
Niveau de diplôme exigé : Bac + 5 ou équivalent
Autre diplôme apprécié : Master or engineering degree in numerical mathematics or scientific computing
Fonction : Doctorant
Niveau d'expérience souhaité : Jeune diplômé
A propos du centre ou de la direction fonctionnelle
The Inria centre at Université Côte d'Azur includes 37 research teams and 8 support services. The centre's staff (about 500 people) is made up of scientists of different nationalities, engineers, technicians and administrative staff. The teams are mainly located on the university campuses of Sophia Antipolis and Nice as well as Montpellier, in close collaboration with research and higher education laboratories and establishments (Université Côte d'Azur, CNRS, INRAE, INSERM ...), but also with the regional economic players.
With a presence in the fields of computational neuroscience and biology, data science and modeling, software engineering and certification, as well as collaborative robotics, the Inria Centre at Université Côte d'Azur is a major player in terms of scientific excellence through its results and collaborations at both European and international levels.
Contexte et atouts du poste
The present doctoral project is part of a collaborative project between the Atlantis project-team from the Inria Research Center at Université Côte d'Azur and the CNRS-CRHEA laboratory in Sophia Antipolis, France.
Atlantis is a joint project-team between Inria and the Jean-Alexandre Dieudonné Mathematics Laboratory at Université Côte d'Azur. The team gathers applied mathematicians and computational scientists who are collaboratively undertaking research activities aiming at the design, analysis, development and application of innovative numerical methods for systems of partial differential equations (PDEs) modelling nanoscale light-matter interaction problems.
Mission confiée
Metasurfaces are engineered materials that can precisely control the behavior of electromagnetic waves by using subwavelength-sized elements called meta-atoms. The main goal of this PhD project is to use numerical methods to optimize the design of active nanostructures in order to achieve the highest possible phase modulation and amplitude response.
Principales activités
* Bibliography study on existing ANN-based ROM methods
* Formulation of an ANN-based ROM method for time-domain nanophotonics in the context of electrically-driven active metasurfaces
* Development (in Fortran 2003 and Python) of the method for 3D problems
* Detailed assessment of the novel ANN-based ROM method by considering model problems
* Formulation and development of an inverse design workflow that leverages the novel ANN-based ROM method
* Application of the inverse design methodology to numerical optimization of electrically-driven active metasurfaces
* Scientific publications
Compétences
Technical skills and level required
* Sound knowledge of numerical analysis for PDEs
* Sound knowledge of Machine Learning / Deep Learning with Artificial Neural Networks
* Basic knowledge of physics of electromagnetic wave propagation
Software development skills: Python and Fortran 2003, parallel programming with MPI and OpenMP
Relational skills: team worker (verbal communication, active listening, motivation and commitment)
Other valued appreciated: good level of spoken and written English
EU citizenship is mandatory
Avantages
* Subsidized meals
* Partial reimbursement of public transport costs
* Leave: 7 weeks of annual leave + 10 extra days off due to RTT + possibility of exceptional leave
* Possibility of teleworking and flexible organization of working hours
* Professional equipment available
* Access to vocational training
* Contribution to mutual insurance (subject to conditions)
Rémunération
Gross Salary per month: 2100€ gross per month (year 1 & 2) and 2190€ gross per month (year 3)
Informations générales
* Thème/Domaine : Schémas et simulations numériques
* Ville : Sophia Antipolis
* Centre Inria : Centre Inria d'Université Côte d'Azur
* Date de prise de fonction souhaitée : 2024-04-01
* Durée de contrat : 3 ans
* Date limite pour postuler : 2024-12-31
Attention: Les candidatures doivent être déposées en ligne sur le site Inria.
Contacts
* Équipe Inria : ATLANTIS
* Directeur de thèse : Lanteri Stéphane / Stephane.Lanteri@inria.fr
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