activity
20052025
most citedDeep learning in nano-photonics: inverse design and beyond

494 citations · 1.1k across the 24 of their papers we have counts for

collaborators

24 papers

physics.optics2025★ 3 cited

TorchGDM: A GPU-Accelerated Python Toolkit for Multi-Scale Electromagnetic Scattering with Automatic Differentiation

Sofia Ponomareva, Adelin Patoux, Clément Majorel +5

We present "torchGDM", a numerical framework for nano-optical simulations based on the Green's Dyadic Method (GDM). This toolkit combines a hybrid approach, allowing for both fully…

physics.optics2023★ 5 cited

Directional silicon nano-antennas for quantum emitter control designed by evolutionary optimization

Romain Hernandez, Peter R. Wiecha, Jean-Marie Poumirol +5

We optimize silicon nano-antennas to enhance and steer the emission of local quantum sources. We combine global evolutionary optimization (EO) with frequency domain electrodynamica…

cond-mat.mtrl-sci2023

Photon induced near-field electron microscopy from nanostructured metallic films and membranes

Sophie Meuret, Hugo Lourenço-Martins, Sébastien Weber +2

We investigate - both experimentally and theoretically - the inelastic interaction between fast electrons and the electromagnetic field scattered by metallic apertures and nanostru…

physics.optics2022

Infrared nanoplasmonic properties of hyperdoped embedded Si nanocrystals in the few electrons regime

Meiling Zhang, Jean-Marie Poumirol, Nicolas Chery +13

Using Localized Surface Plasmon Resonance (LSPR) as an optical probe we demonstrate the presence of free carriers in phosphorus doped silicon nanocrystals (SiNCs) embedded in a sil…

physics.optics2022★ 1 cited

Generalizing the exact multipole expansion: Density of multipole modes in complex photonic nanostructures

Clément Majorel, Adelin Patoux, Ana Estrada-Real +4

The multipole expansion of a nano-photonic structure's electromagnetic response is a versatile tool to interpret optical effects in nano-optics, but it only gives access to the mod…

physics.optics2021★ 41 cited

Deep learning enabled strategies for modelling of complex aperiodic plasmonic metasurfaces of arbitrary size

Clément Majorel, Christian Girard, Arnaud Arbouet +2

Optical interactions have an important impact on the optical response of nanostructures in complex environments. Accounting for interactions in large ensembles of structures requir…