activity
20152025
most citedDeep learning in nano-photonics: inverse design and beyond

494 citations · 1.9k across the 37 of their papers we have counts for

collaborators
Showing 2022Show all

7 papers · 1 filter

physics.optics2022★ 9 cited

Probing the optical near-field interaction of Mie nanoresonators with atomically thin semiconductors

Ana Estrada-Real, Ioannis Paradisanos, Peter R. Wiecha +10

Optical Mie resonators based on silicon nanostructures allow tuning of light-matter-interaction with advanced design concepts based on CMOS compatible nanofabrication. Optically ac…

cond-mat.mes-hall2022★ 20 cited

Monitoring MBE substrate deoxidation via RHEED image-sequence analysis by deep learning

Abdourahman Khaireh-Walieh, Alexandre Arnoult, Sébastien Plissard +1

Reflection high-energy electron diffraction (RHEED) is a powerful tool in molecular beam epitaxy (MBE), but RHEED images are often difficult to interpret, requiring experienced ope…

physics.optics2022★ 21 cited

Inverse design with flexible design targets via deep learning: Tailoring of electric and magnetic multipole scattering from nano-spheres

Ana Estrada-Real, Abdourahman Khaireh-Walieh, Bernhard Urbaszek +1

Deep learning is a promising, ultra-fast approach for inverse design in nano-optics, but despite fast advancement of the field, the computational cost of dataset generation, as wel…

cond-mat.mtrl-sci2022★ 62 cited

One pot chemical vapor deposition of high optical quality large area monolayer Janus transition metal dichalcogenides

Ziyang Gan, Ioannis Paradisanos, Ana Estrada-Real +13

We report one-pot chemical vapor deposition (CVD) growth of large-area Janus SeMoS monolayers, with the asymmetric top (Se) and bottom (S) chalcogen atomic planes with respect to t…

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.optics2022★ 1 cited

Magnetic and electric Purcell factor control through geometry optimization of high index dielectric nanostructures

Yoann Brûlé, Peter R. Wiecha, Aurélien Cuche +2

We design planar silicon antennas for controlling the emission rate of magnetic or electric dipolar emitters. Evolutionary algorithms coupled to the Green Dyadic Method lead to dif…