PhD Position F/M Deep Neural Network-assisted Computational Design of Highly Efficient Ultrafast Dynamical Metasurfaces
il y a 4 semaines
Context and Skills
The research project is part of a collaborative project between INRIA and the CNRS-CRHEA laboratory in Sophia Antipolis, France. The team is developing a unique numerical framework leveraging the capabilities of Discontinuous Galerkin techniques for the simulation of multiscale problems relevant to nanophotonics and nanoplasmonics.
Research Goals and Objectives
- Design and optimize active nanostructures to achieve high phase modulation and amplitude response.
- Investigate and develop an ANN-assisted ROM strategy for the modeling context of active metasurfaces.
- Extend the approach previously proposed by addressing the specificities of electrically-driven active metasurfaces and the efficient integration of the developed ANN-based ROM strategy in an inverse design workflow.
Main Activities
- Studying existing ANN-based ROM methods.
- Formulating an ANN-based ROM method for time-domain nanophotonics in the context of electrically-driven active metasurfaces.
- Developing the method in Fortran 2003 and Python for 3D problems.
- Assessing the novel ANN-based ROM method by considering model problems.
- Formulating and developing an inverse design workflow that leverages the novel ANN-based ROM method.
- Applying the inverse design methodology to numerical optimization of electrically-driven active metasurfaces.
Required Skills and Knowledge
- 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 with verbal communication, active listening, motivation, and commitment.
-
Technopole de Sophia Antipolis, France INRIA Temps pleinJob DescriptionContext and Key ResponsibilitiesThe present doctoral project is part of a collaborative research effort 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...
-
Quantum Metasurfaces Researcher
il y a 2 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinJob Opportunity: Quantum Metasurfaces ResearcherAt INRIA, we are seeking a highly skilled researcher to join our Atlantis project-team. The successful candidate will be responsible for developing and applying advanced numerical methods for the design and analysis of quantum metasurfaces.Key Responsibilities:Develop and implement high-order discontinuous...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinProject OverviewThe proposed PhD project is part of a collaborative multidisciplinary project between the Atlantis project-team from INRIA Research Center and the Elena team at the Pascal Institute. The project aims to design efficient nanoscale biosensors using plasmonic nano-resonators, which are promising for their high sensitivity and miniaturization...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinResearch Project: Physics-Informed Neural Networks for Electromagnetic Wave PropagationAs part of our research team at INRIA, we are seeking a highly motivated PhD candidate to work on the development of physics-informed neural networks (PINNs) for modeling electromagnetic wave propagation in the frequency domain. The goal of this project is to design and...
-
Quantum Metasurface Modeling Specialist
il y a 1 semaine
Technopole de Sophia Antipolis, France INRIA Temps pleinCompany OverviewInria is a leading research institute at the forefront of innovation, driving technological advancements and pushing the boundaries of scientific knowledge. Our team of experts in applied mathematics and computational sciences collaborate to develop cutting-edge numerical methods for systems of partial differential equations.SalaryThe gross...
-
Post-doctoral Research Visit F/m Computational
il y a 3 jours
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **Niveau d'expérience souhaité **:De 3 à 5 ans **A propos du centre ou de la direction fonctionnelle**: The Inria center at Université Côte d'Azur includes 42...
-
Phd Position F/m Robust Federated Learning
il y a 2 semaines
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria center at Université Côte d'Azur includes 42 research teams and 9 support services. The center’s staff (about 500 people) is...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinContext and Benefits of the PositionWithin the framework of a partnership between two Inria teams, COATI and DIANA, and the French National Research Agency (ANR), PEPR 5G, we are seeking a PhD candidate to work on a research project focused on energy-efficient QoE-aware beyond 5G future mobile networks.Mission and ObjectivesThe recruited person will be in...
-
Optimize Plasmonic Biosensors for Nanoscale Sensing
il y a 1 semaine
Technopole de Sophia Antipolis, France INRIA Temps pleinJob DescriptionThe INRIA is seeking a highly skilled PhD candidate to work on the design and optimization of plasmonic biosensors for nanoscale sensing applications.Project OverviewThis PhD project is part of a collaborative multidisciplinary research between INRIA and the Pascal Institute at Université Clermont Auvergne, within the context of the ANR...
-
Phd Position F/m Phd Position Computer Vision
Il y a 5 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Fonction **:Doctorant **A propos du centre ou de la direction fonctionnelle**: The Inria Université Côte d’Azur center counts 36 research teams as well as 7 support departments. The center's staff (about 500 people...
-
Optimization Researcher PhD Position
il y a 2 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinProject OverviewThe position of PhD researcher in optimization research is part of a collaborative project between INRIA and the ANR SWAG-P project. The project focuses on the development of reduced-order modeling techniques for the robust design of gap plasmon resonators.The successful candidate will work on the development of novel optimization methods for...
-
PhD Position F/M PhD Position Computer Vision
Il y a 5 mois
Technopole de Sophia Antipolis, France INRIA Temps pleinContexte et atouts du poste Inria, the French National Institute for computer science and applied mathematics, promotes “scientific excellence for technology transfer and society”. Graduates from the world’s top universities, Inria's 2,700 employees rise to the challenges of digital sciences. With its open, agile model, Inria is able to explore...
-
Technopole de Sophia Antipolis, France INRIA Temps pleinContexte et atouts du poste 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...
-
Phd Position F/m Privacy On-demand and Security
Il y a 5 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD**Niveau de diplôme exigé **:Bac + 5 ou équivalent**Fonction **:DoctorantA propos du centre ou de la direction fonctionnelle Le centre Inria d'Université Côte d'Azur regroupe 37 équipes de recherche et 8 services d’appui. Le personnel du centre (500 personnes environ) est...
-
PhD Position in Topology Design for Decentralized Federated Learning
il y a 4 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinResearch OpportunityThis PhD thesis is part of Inria's research initiative on Federated Learning, FedMalin. The PhD candidate will join the NEO project-team, positioned at the intersection of Operations Research and Network Science.Research ObjectivesThe goal of this PhD is to propose algorithms to design the communication topology for decentralized...
-
PhD Position in Topology Design for Decentralized Federated Learning
il y a 4 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinJob DetailsThis PhD research position is part of the INRIA research initiative on Federated Learning, FedMalin. The successful candidate will join the NEO project-team, which is positioned at the intersection of Operations Research and Network Science. The research activity will be supervised by Giovanni Neglia, Aurélien Bellet.Research ObjectivesThe goal...
-
Phd Position, Scientific Machine Learning, Inria
Il y a 6 mois
Sophia Antipolis, France MathHire.org Temps pleinApplications are welcome at the Inria center of the University Cote d’Azur on the French Riviera situated in the vibrant technopole of Sophia-Antipolis, for a Master internship (4 to 6 months duration) followed by a three year fully funded PhD positon (to start immediately after or at commonly agreed date), in the context of a multi-partner collaborative...
-
Phd Position F/m Experimental Evaluation of Sliced
Il y a 5 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD**Niveau de diplôme exigé **:Bac + 5 ou équivalent**Fonction **:DoctorantA propos du centre ou de la direction fonctionnelle The Inria Université Côte d'Azur center counts 37 research teams as well as 8 support services. The center's staff (about 500 people) is made up of...
-
Postdoctoral Researcher in Energy Efficient QoE-Aware Beyond 5G Networks
il y a 4 semaines
Technopole de Sophia Antipolis, France INRIA Temps pleinContext and Challenges of the PositionWithin the framework of a partnership between two Inria teams, COATI and DIANA, and the French National Research Agency (ANR), PEPR 5G, we are seeking a highly motivated postdoctoral researcher to work on a challenging project focused on energy efficiency and quality of experience in beyond 5G networks.Research...
-
Post-doctorant (F/H) Advanced Computational Design
Il y a 5 mois
Sophia Antipolis, France Inria Temps plein**Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **Niveau d'expérience souhaité **:De 3 à 5 ans **A propos du centre ou de la direction fonctionnelle**: Le centre Inria d’Université Côte d’Azur compte 36 équipes de recherche, ainsi que 7 services d’appui...
