Exploiting deep learning network in optical chirality tuning and manipulation of diffractive chiral metamaterials

Optical circular dichroism engineering in chiral metamaterials utilizing a deep learning network

(2020) Zilong Tao et al.   OPTICS LETTERS

Deep learning wavefront sensing

(2019) Yohei Nishizaki et al.   OPTICS EXPRESS

Near-Ultraviolet Dielectric Metasurfaces: from Surface-Enhanced Circular Dichroism Spectroscopy to Polarization-Preserving Mirrors

(2019) Kan Yao et al.   Journal of Physical Chemistry C

Strong circular dichroism in chiral plasmonic metasurfaces optimized by micro-genetic algorithm

(2019) Zhigang Li et al.   OPTICS EXPRESS

Ultrafast fiber lasers mode-locked by two-dimensional materials: review and prospect

(2019) Tian Jiang et al.   Photonics Research

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

Deep learning reconstruction of ultrashort pulses

(2018) Tom Zahavy et al.   Optica

Deep learning for computational chemistry

(2017) Garrett B. Goh et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Preserving Spin States upon Reflection: Linear and Nonlinear Responses of a Chiral Meta-Mirror

(2017) Lei Kang et al.   NANO LETTERS

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

Extrinsic chirality of non-concentric plasmonic nanorings

(2017) Vladimir E. Bochenkov et al.   Optical Materials Express

Novel segmented stacked autoencoder for effective dimensionality reduction and feature extraction in hyperspectral imaging

(2016) Jaime Zabalza et al.   NEUROCOMPUTING

Mean Absolute Percentage Error for regression models

(2016) Arnaud de Myttenaere et al.   NEUROCOMPUTING

Chiroptically Active Plasmonic Nanoparticles Having Hidden Helicity and Reversible Aqueous Solvent Effect on Chiroptical Activity

(2016) Junjun Liu et al.   Small

Polarization-Independent Silicon Metadevices for Efficient Optical Wavefront Control

(2015) Katie E. Chong et al.   NANO LETTERS

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning for regulatory genomics

(2015) Yongjin Park et al.   NATURE BIOTECHNOLOGY

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

(2014) P. Baldi et al.   Nature Communications

Chirality and Chiroptical Effects in Plasmonic Nanostructures: Fundamentals, Recent Progress, and Outlook

(2013) Ventsislav K. Valev et al.   ADVANCED MATERIALS

Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules

(2013) Alessandro Lusci et al.   Journal of Chemical Information and Modeling

Plasmons offer a helping hand

(2010) Romain Quidant et al.   Nature Nanotechnology

Experimental demonstration of a heralded entanglement source

(2010) Claudia Wagenknecht et al.   Nature Photonics

Biocatalytic Asymmetric Synthesis of Chiral Amines from Ketones Applied to Sitagliptin Manufacture

(2010) C. K. Savile et al.   SCIENCE

A sensitivity-enhanced field-effect chiral sensor

(2008) Luisa Torsi et al.   NATURE MATERIALS