Spectral splitting and concentration of broadband light using neural networks

Wavefront shaping assisted design of spectral splitters and solar concentrators

(2021) Berk N. Gün et al.   Scientific Reports

Deep learning in nano-photonics: inverse design and beyond

(2021) Peter Wiecha et al.   Photonics Research

Effective bandwidth approach for the spectral splitting of solar spectrum using diffractive optical elements

(2020) Alim Yolalmaz et al.   OPTICS EXPRESS

Silicon nitride grating based planar spectral splitting concentrator for NIR light harvesting

(2020) Ameen Elikkottil et al.   OPTICS EXPRESS

A Light-Field Metasurface for High-Resolution Single-Particle Tracking

(2019) Aaron L. Holsteen et al.   NANO LETTERS

Binary phase plate for high-intensity non-diffracting hollow beam structure

(2019) Mariia Shutova et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Transmission of natural scene images through a multimode fibre

(2019) Piergiorgio Caramazza et al.   Nature Communications

Reliable deep-learning-based phase imaging with uncertainty quantification

(2019) Yujia Xue et al.   Optica

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

(2019) Jiaqi Jiang et al.   ACS Nano

Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network

(2019) Jiaqi Jiang et al.   NANO LETTERS

Deep learning for accelerated all-dielectric metasurface design

(2019) Christian C. Nadell et al.   OPTICS EXPRESS

High accuracy beam splitting using spatial light modulator combined with machine learning algorithms

(2019) Dmitriy Mikhaylov et al.   OPTICS AND LASERS IN ENGINEERING

Spectral beam splitting in hybrid PV/T parabolic trough systems for power generation

(2018) Bennett Widyolar et al.   APPLIED ENERGY

Predictive capabilities for laser machining via a neural network

(2018) Ben Mills et al.   OPTICS EXPRESS

Synthesizing broadband propagation-invariant space-time wave packets using transmissive phase plates

(2018) H. Esat Kondakci et al.   OPTICS EXPRESS

Influence of laterally split spectral illumination on multi-junction CPV solar cell performance

(2018) L.A.A. Bunthof et al.   SOLAR ENERGY

Deep learning for real-time single-pixel video

(2018) Catherine F. Higham et al.   Scientific Reports

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Deep Learning Enhanced Mobile-Phone Microscopy

(2018) Yair Rivenson et al.   ACS Photonics

Deep learning reconstruction of ultrashort pulses

(2018) Tom Zahavy et al.   Optica

Machine learning for 3D simulated visualization of laser machining

(2018) Daniel J. Heath et al.   OPTICS EXPRESS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Learning to see through multimode fibers

(2018) Navid Borhani et al.   Optica

Multilayer Noninteracting Dielectric Metasurfaces for Multiwavelength Metaoptics

(2018) You Zhou et al.   NANO LETTERS

Deep learning enables cross-modality super-resolution in fluorescence microscopy

(2018) Hongda Wang et al.   NATURE METHODS

Compact folded metasurface spectrometer

(2018) MohammadSadegh Faraji-Dana et al.   Nature Communications

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Analysis on the focal spot characteristics of random Gauss phase plate

(2017) Chunlin Yang   OPTIK

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Visible Light Metasurfaces Based on Single-Crystal Silicon

(2016) David Sell et al.   ACS Photonics

Metasurface Broadband Solar Absorber

(2016) Abul K. Azad et al.   Scientific Reports

Dielectric metasurfaces for complete control of phase and polarization with subwavelength spatial resolution and high transmission

(2015) Amir Arbabi et al.   Nature Nanotechnology

Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer

(2015) Alexander Y. Piggott et al.   Nature Photonics

Spatial coherence of sunlight and its implications for light management in photovoltaics

(2015) Shawn Divitt et al.   Optica

Colour hologram projection with an SLM by exploiting its full phase modulation range

(2014) Alexander Jesacher et al.   OPTICS EXPRESS

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING

Multilabel classification via calibrated label ranking

(2008) Johannes Fürnkranz et al.   MACHINE LEARNING