A. Clini de Souza, S. Lanteri, H.E. Hernandez-Figueroa, M. Abbarchi, D. Grosso, B. Kerzabi and M. Elsawy
Inverse design of bright, dielectric metasurfaces color filters based on back-propagation and multi-valued artificial neural networks
Proc. SPIE 13017, Machine Learning in Photonics 2024, 130170E (2024)

E. Isnard, S. Héron, M. Elsawy and S. Lanteri
Modeling of centimeter-scale metasurfaces in imaging systems
Proc. SPIE 13023, Computational Optics 2024, 1302308 (2024)

E. Isnard, S. Héron, S. Lanteri and M. Elsawy
Advancing wavefront shaping with resonant nonlocal metasurfaces: beyond the limitations of lookup tables
Sci. Rep., Vol. 14, No. 1, pp. 1555 (2024)

S. Kroker, S. Lanteri, O. Miller, J. Niegemann and L. Ramunno (Eds.)
Inverse design in photonics
J. Opt. Soc. Am. B, Vol. 41, No. 2 (feature issue, 2024)

J. Grebot, R. Helleboid, G. Mugny, I. Nicholson, L.-H. Fernandez Mouron, S. Lanteri and D. Rideau
Bayesian optimization of light grating for high performance single-photon avalanche diodes
Proc. SISPAD 2023, IEEE Xplore, pp. 365-368 (2023)

A. Clini de Souza, S. Lanteri, H.E. Hernandez-Figueroa, M. Abbarchi, D. Grosso, B. Kerzabi and M. Elsawy
Back-propagation optimization and multi-valued artificial neural networks for highly vivid structural color filter metasurfaces
Sci. Rep., Vol. 13, No. 1, pp. 21352 (2023)

K. Li, Y. Li, L. Li and S. Lanteri
Surrogate modeling of time-domain electromagnetic wave propagation via dynamic mode decomposition and radial basis function
J. Comput. Phys., Vol. 491, pp. 112354 (2023)

X.-F. He, L. Li, S. Lanteri and K. Li
Model order reduction for parameterized electromagnetic problems using matrix decomposition and deep neural networks
J. Comput. Appl. Math., Vol. 431, pp. 115271 (2023)

M.M.R. Elsawy, C. Kyrou, H. Mikheeva, R. Colom, J.Y. Duboz, K.Z. Kamali, S. Lanteri, D. Neshev and P. Genevet
Universal active metasurfaces for ultimate wavefront molding by manipulating the reflection singularities
Las. Photon. Rev., Vol. 17, No. 7, pp. 200880 (2023)

X.-F. He, L. Li, S. Lanteri and K. Li
Reduced-order modeling for parameterized electromagnetic simulation based on tensor decomposition
IEEE J. Multiscale Multiphysics Comput. Tech., Vol. 8, pp. 296-305 (2023)

K. Li, T.-Z. Huang, L. Li and S. Lanteri
Simulation of the interaction of light with 3-D metallic nanostructures using a proper orthogonal decomposition-Galerkin reduced-order discontinuous Galerkin time-domain method
Numer. Methods Partial Differ. Eq., Vol. 39, NO. 2, pp. 932-954 (2023)

T. Chaumont-Frelet, M.J. Grote, S. Lanteri and J.H. Tang
A controllability method for Maxwell’s equations
SIAM J. Sci. Comp., Vol. 44, No. 6, pp. 3700–A3727 (2022)

N. Lebbe, S. Lanteri, S.Y. Golla and P. Genevet
Susceptibility synthesis of arbitrary shaped metasurfaces
Phys. Rev. B, Vol. 106, No. 3, 035110 (2022)

K. Li, T.-Z. Huang, L. Li, Y. Zhao and S. Lanteri
A non-intrusive model order reduction approach for parameterized time-domain Maxwell's equations
Discrete Contin. Dyn. Syst. - B, Vol. 28, No. 1, pp. 449-473 (2022)

Y. Zhao, L. Li, S. Lanteri and J. Viquerat
Dynamic metasurface control using Deep Reinforcement Learning
Math. Comput. Simul., Vol. 197, pp. 377-395 (2022)

T. Chaumont-Frelet, S. Lanteri and P. Vega
A posteriori error estimates for finite element discretizations of time-harmonic Maxwell's equations coupled with a non-local hydrodynamic Drude model
Comput. Meth. App. Mech. Engng., Vol. 385, No. 114002 (2021)

M.M.R. Elsawy, M. Binois, R. Duvigneau, S. Lanteri and P. Genevet
Optimization of metasurfaces under geometrical uncertainty using statistical learning
Opt. Express, Vol. 29, pp. 29887-29898 (2021)

M.M.R. Elsawy, A. Gourdin, M. Binois, R. Duvigneau, D. Felbacq, S. Khadir, P. Genevet and S. Lanteri
Multiobjective statistical learning optimization of RGB metalens
ACS Photonics, Vol. 8, No. 8, pp. 2498–2508 (2021)

K. Li, T.-Z. Huang, L. Li and S. Lanteri
Non-intrusive reduced-order modeling of parameterized electromagnetic scattering problems using cubic spline interpolation
J. Sci. Comp., Vol. 87, Art. no. 52 (2021)

M.M.R. Elsawy, S. Lanteri, R. Duvigneau, J.A. Fan and P. Genevet
Numerical optimization methods for metasurfaces
Las. Photon. Rev., Vol. 14, No. 10 (2020)

M.M.R. Elsawy, K. Hassan, S. Boutami and S. Lanteri
Bayesian optimization and rigorous modelling of a highly efficient 3D metamaterial mode converter
OSA Continuun, Vol. 3, No. 6, pp. 1721-1729 (2020)