activity
20132026
most citedPhysics-informed neural networks for imaging and parameter retrieval of photonic nanostructures from near-field data

76 citations · 163 across the 18 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

physics.optics2021★ 76 cited

Physics-informed neural networks for imaging and parameter retrieval of photonic nanostructures from near-field data

Yuyao Chen, Luca Dal Negro

In this paper, we develop a deep learning approach for the accurate solution of challenging problems of near-field microscopy that leverages the powerful framework of physics-infor…

physics.optics2021★ 35 cited

Sub-diffusive wave transport and weak localization transition in three-dimensional stealthy hyperuniform disordered systems

Fabrizio Sgrignuoli, Salvatore Torquato, Luca Dal Negro

The purpose of this work is to understand the fundamental connection between structural correlations and light localization in three-dimensional (3D) open scattering systems of fin…

physics.optics2021★ 7 cited

Hyperuniform scalar random fields for lensless, multispectral imaging systems

Yuyao Chen, Wesley A. Britton, Luca Dal Negro

We propose a novel framework for the systematic design of lensless imaging systems based on the hyperuniform random field solutions of nonlinear reaction-diffusion equations from p…

quant-ph2021★ 9 cited

Aperiodic bandgap structures for enhanced quantum two-photon sources

Luca Dal Negro, Yuyao Chen, Sean Gorsky +1

In this paper we propose a novel approach to enhance the efficiency of the two-photon spontaneous emission process that is driven by the multifractal optical mode density of photon…

physics.optics2021

Wave transport and localization in prime number landscapes

Luca Dal Negro, David Taylor Henderson, Fabrizio Sgrignuoli

In this paper, we study the wave transport and localization properties of novel aperiodic structures that manifest the intrinsic complexity of prime number distributions in imagina…

cond-mat.dis-nn2021

Structural entropy and spatial decay of quasimodes in Vogel spirals

Marcus Prado, Fabrizio Sgrignuoli, Yuyao Chen +2

We investigate the spatial decay and temporal localization properties of quasimodes (i.e., scattering resonances) of two-dimensional Vogel spirals, composed of deterministic, aperi…