Self-Learning Perfect Optical Chirality via a Deep Neural Network

Imaging of Plasmonic Chiral Radiative Local Density of States with Cathodoluminescence Nanoscopy

(2019) Shuai Zu et al.   NANO LETTERS

Deep-Learning-Enabled On-Demand Design of Chiral Metamaterials

(2018) Wei Ma et al.   ACS Nano

Deep-Subwavelength Resolving and Manipulating of Hidden Chirality in Achiral Nanostructures

(2018) Shuai Zu et al.   ACS Nano

Neural-network quantum state tomography

(2018) Giacomo Torlai et al.   Nature Physics

Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties

(2018) Tian Xie et al.   PHYSICAL REVIEW LETTERS

Learning atoms for materials discovery

(2018) Quan Zhou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Nanophotonic particle simulation and inverse design using artificial neural networks

(2018) John Peurifoy et al.   Science Advances

Generative Model for the Inverse Design of Metasurfaces

(2018) Zhaocheng Liu et al.   NANO LETTERS

Plasmonic nanostructure design and characterization via Deep Learning

(2018) Itzik Malkiel et al.   Light-Science & Applications

Inverse design in nanophotonics

(2018) Sean Molesky et al.   Nature Photonics

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Reveal and Control of Chiral Cathodoluminescence at Subnanoscale

(2017) Tianyang Han et al.   NANO LETTERS

Machine learning under the spotlight

(2017) Darko Zibar et al.   Nature Photonics

Learning phase transitions by confusion

(2017) Evert P. L. van Nieuwenburg et al.   Nature Physics

Designing Nanostructures for Phonon Transport via Bayesian Optimization

(2017) Shenghong Ju et al.   Physical Review X

Probabilistic machine learning and artificial intelligence

(2015) Zoubin Ghahramani   NATURE

Through-space transfer of chiral information mediated by a plasmonic nanomaterial

(2015) Saeideh Ostovar pour et al.   Nature Chemistry

Reconfigurable 3D plasmonic metamolecules

(2014) Anton Kuzyk et al.   NATURE MATERIALS

Silicon nanofin grating as a miniature chirality-distinguishing beam-splitter

(2014) Mohammadreza Khorasaninejad et al.   Nature Communications

Searching for exotic particles in high-energy physics with deep learning

(2014) P. Baldi et al.   Nature Communications

Spectrally selective chiral silicon metasurfaces based on infrared Fano resonances

(2014) Chihhui Wu et al.   Nature Communications

Generating Far-Field Orbital Angular Momenta from Near-Field Optical Chirality

(2013) Yuri Gorodetski et al.   PHYSICAL REVIEW LETTERS

Attomolar DNA detection with chiral nanorod assemblies

(2013) Wei Ma et al.   Nature Communications

Enhanced Enantioselectivity in Excitation of Chiral Molecules by Superchiral Light

(2011) Y. Tang et al.   SCIENCE

Ultrasensitive detection and characterization of biomolecules using superchiral fields

(2010) E. Hendry et al.   Nature Nanotechnology

Optical Chirality and Its Interaction with Matter

(2010) Yiqiao Tang et al.   PHYSICAL REVIEW LETTERS

Optical excitations in electron microscopy

(2010) F. J. García de Abajo   REVIEWS OF MODERN PHYSICS

Optical chirality without optical activity: How surface plasmons give a twist to light

(2008) Aurelien Drezet et al.   OPTICS EXPRESS