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Simulating 3D periodic structures at oblique incidences with discontinuous Galerkin time-domain methods: theoretical and practical considerations
Jonathan Viquerat
,
Nikolai Schmitt
,
Claire Scheid
Article dans une revue
hal-01978598v1
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Dynamic metasurface control using Deep Reinforcement Learning
Ying Zhao
,
Liang Li
,
Stéphane Lanteri
,
Jonathan Viquerat
Article dans une revue
hal-03924777v1
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Parallel Bootstrap-Based On-Policy Deep Reinforcement Learning for Continuous Fluid Flow Control Applications
Jonathan Viquerat
,
Elie Hachem
Article dans une revue
hal-04328631v1
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Simulation of three-dimensional nanoscale light interaction with spatially dispersive metals using a high order curvilinear DGTD method
Nikolai Schmitt
,
Claire Scheid
,
Jonathan Viquerat
,
Stéphane Lanteri
2017
Pré-publication, Document de travail
hal-01647074v1
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Development of DGTD solver for nanophotonics applications
Stéphane Lanteri
,
Raphaël Léger
,
Claire Scheid
,
Jonathan Viquerat
5th international conference on metamaterials, photonic crystals and plasmonics, May 2014, SIngapour, Singapore
Communication dans un congrès
hal-01403878v1
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A DGTD method for the numerical modeling of the interaction of light with nanometer scale metallic structures taking into account non-local dispersion effects
Nikolai Schmitt
,
Claire Scheid
,
Stéphane Lanteri
,
Antoine Moreau
,
Jonathan Viquerat
Article dans une revue
hal-01334396v1
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Deep reinforcement learning for the control of CPU-intensive environments
Jonathan Viquerat
,
Philippe Meliga
,
Elie Hachem
AI4Waves Workshop on Artificial Intelligence for Waves, 2022, Sophia-Antipolis, France
Communication dans un congrès
hal-03924864v1
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Discontinuous Galerkin Time Domain Methods for Nonlocal Dispersion Models and Electron Beam Modeling in the Context of Nanoplasmonics
Stephane Lanteri
,
Claire Scheid
,
Nikolai Schmitt
,
Jonathan Viquerat
META 2016 - 7th International Conference on Metamaterials, Photonic Crystals and Plasmonics, Jul 2016, Malaga, Spain
Communication dans un congrès
hal-01391566v1
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A 3D curvilinear discontinuous Galerkin time-domain solver for nanoscale light–matter interactions
Jonathan Viquerat
,
Claire Scheid
Article dans une revue
hal-01145478v1
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Deep reinforcement learning for fluid mechanics
Elie Hachem
,
Philippe Meliga
,
Hassan Ghraieb
,
Ramy Nemer
,
Aurèle Goetz
,
et al.
IUTAM Symposium on data-driven mechanics, 2022, Paris, France
Communication dans un congrès
hal-03924781v1
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Simulation of near-field plasmonic interactions with a local approximation order discontinuous Galerkin time-domain method
Jonathan Viquerat
,
Stéphane Lanteri
Article dans une revue
hal-01389163v1
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Curvilinear DGTD method for nanophotonics applications
Jonathan Viquerat
,
Claire Scheid
6th International conference on advanced computational methods in engineering, Jun 2014, Gand, Belgium
Communication dans un congrès
hal-01403876v1
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Analysis of a Generalized Dispersive Model Coupled to a DGTD Method with Application to Nanophotonics
Stephane Lanteri
,
Claire Scheid
,
Jonathan Viquerat
Article dans une revue
hal-01674031v1
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Flow prediction by U-Shape convolutionary neural networks at low Reynolds Number
Junfeng Chen
,
Jonathan Viquerat
,
Elie Hachem
Complex Days, Académie Systèmes Complexes, Mar 2019, Nice, France
Communication dans un congrès
hal-03876664v1
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A supervised neural network for drag prediction of arbitrary 2D shapes in laminar flows at low Reynolds number
Jonathan Viquerat
,
Elie Hachem
Computers and Fluids, In press
Article dans une revue
hal-02401463v2
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A 3D curvilinear Discontinuous Galerkin time-domain method for nanoscale light-matter interactions
Jonathan Viquerat
,
Claire Scheid
Journal of Computational and Applied Mathematics, 2015
Article dans une revue
hal-01290077v1
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Simulation of three-dimensional nanoscale light interaction with spatially dispersive metals using a high order curvilinear DGTD method
Nikolai Schmitt
,
Claire Scheid
,
Jonathan Viquerat
,
Stéphane Lanteri
Journal of Computational Physics, 2018, 373, pp.210-229
Article dans une revue
hal-01973550v1
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A review on Deep Reinforcement Learning for Fluid Mechanics
Paul Garnier
,
Jonathan Viquerat
,
Jean Rabault
,
Aurélien Larcher
,
Alexander Kuhnle
,
et al.
2020
Pré-publication, Document de travail
hal-02428737v1
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Direct shape optimization through deep reinforcement learning
Jonathan Viquerat
,
Mines Paristech
,
Jean Rabault
,
Alexander Kuhnle
,
Hassan Ghraieb
,
et al.
2021
Pré-publication, Document de travail
hal-02401468v2
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Exploiting locality and translational invariance to design effective Deep Reinforcement Learning control of the 1-dimensional unstable falling liquid film
Vincent Belus
,
Jean Rabault
,
Jonathan Viquerat
,
Zhizhao Che
,
Elie Hachem
,
et al.
Article dans une revue
hal-02401501v1
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Time-accurate calculation and bifurcation analysis of incompressible flows using adaptive variational multiscale modeling
Aurélien Larcher
,
Jonathan Viquerat
,
Philippe Meliga
,
Elie Hachem
20th International Confe- rence on Fluid Flow Problems, 2019, Chicago, United States
Communication dans un congrès
hal-03924845v1
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Numerical modeling of light/matter interaction at the nanoscale with a high order finite element type time-domain solver
Stéphane Lanteri
,
Claire Scheid
,
Jonathan Viquerat
36th PIERS (Progress In Electromagnetics Research Symposium) , Jul 2015, Prague, Czech Republic
Communication dans un congrès
hal-01258563v1
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High order DGTD solver for the numerical modeling of nanoscale light/matter interaction
Stéphane Lanteri
,
Claire Scheid
,
Jonathan Viquerat
Icosahom 2016 - International Conference on Spectral and High Order Methods, Jun 2016, Rio de Janeiro, Brazil
Communication dans un congrès
hal-01404672v1
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3D Simulations of Spatial Dispersive Metals with a Finite Element Time Domain Method
Nikolai Schmitt
,
Claire Scheid
,
Jonathan Viquerat
,
Stéphane Lanteri
Plasmonica 2017 - Fifth workshop on plasmonics and its applications, Jul 2017, Lecce, Italy
Communication dans un congrès
hal-01675604v1
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A DGTD method for the numerical modeling of the interaction of light with nanometer scale metallic structures taking into account non-local dispersion effects
Nikolai Schmitt
,
Claire Scheid
,
Stéphane Lanteri
,
Jonathan Viquerat
,
Antoine Moreau
[Research Report] RR-8726, INRIA. 2015, pp.73
Rapport
hal-01150076v1
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Policy-based optimization: single-step policy gradient method seen as an evolution strategy
Jonathan Viquerat
,
Régis Duvigneau
,
Philippe Meliga
,
A Kuhnle
,
Elie Hachem
Article dans une revue
hal-03432655v1
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Sensitivity of intracranial haemo- dynamics towards varying arterial tree extensions
Pablo Jeken Rico
,
Aurèle Goetz
,
Jonathan Viquerat
,
P. Meliga
,
Aurélien Larcher
,
et al.
28th Congress of the European Society of Biomechanics, Jul 2023, Maastricht, Netherlands
Poster de conférence
hal-04379143v1
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A review on deep reinforcement learning for fluid mechanics: an update
J Viquerat
,
P Meliga
,
A Larcher
,
E Hachem
Article dans une revue
hal-03432654v2
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U-net architectures for fast prediction of incompressible laminar flows
Junfeng Chen
,
Jonathan Viquerat
,
Elie Hachem
2020
Pré-publication, Document de travail
hal-02428694v1
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A Discontinuous Galerkin Time Domain Method for Plasmonics with a Nonlocal Dispersion Model
Nikolai Schmitt
,
Claire Scheid
,
Jonathan Viquerat
,
Stephane Lanteri
,
A Moreau
PIERS 2017 - 38th Progress In Electromagnetics Research Symposium, May 2017, St. Petersburg, Russia
Communication dans un congrès
hal-01675601v1
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