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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

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10 papers · 1 filter

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…

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…

physics.optics2021★ 7 cited

Engineered Near and Far Field Optical Response of Dielectric Nanostuctures using Focused Cylindrical Vector Beams

Martin Montagnac, Gonzague Agez, Adelin Patoux +2

Near- and far-field optical properties of silicon nanostructures under linear polarization (Gaussian beam), and azimuthally or radially focused cylindrical vector beams are investi…

physics.optics2020★ 494 cited

Deep learning in nano-photonics: inverse design and beyond

Peter R. Wiecha, Arnaud Arbouet, Christian Girard +1

Deep learning in the context of nano-photonics is mostly discussed in terms of its potential for inverse design of photonic devices or nanostructures. Many of the recent works on m…

physics.optics2017★ 29 cited

Decay Rate of Magnetic Dipoles near Non-magnetic Nanostructures

Peter R. Wiecha, Arnaud Arbouet, Aurélien Cuche +2

In this article, we propose a concise theoretical framework based on mixed field-susceptibilities to describe the decay of magnetic dipoles induced by non--magnetic nanostructures.…

physics.optics2012

Plasmonic Nanoparticle Networks for Light and Heat Concentration

Audrey Sanchot, Guillaume Baffou, Renaud Marty +4

Self-assembled Plasmonic Nanoparticle Networks (PNN) composed of chains of 12-nm diameter crystalline gold nanoparticles exhibit a longitudinally coupled plasmon mode cen- tered at…

physics.optics2005★ 31 cited

AOPDF-shaped optical parametric amplifier output in the visible

A. Monmayrant, A. Arbouet, B. Girard +4

Time Shaping of ultrashort visible pulses has been performed using a specially designed Acousto-Optic Programmable Dispersive Filter of 50% efficiency at the output of a two-stage…