Modal classification in optical waveguides using deep learning

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

(2018) Wei Ma et al.   ACS Nano

Ultracompact Photonic Structure Design for Strong Light Confinement and Coupling Into Nanowaveguide

(2018) Mirbek Turduev et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Deep learning for computational chemistry

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

Machine learning under the spotlight

(2017) Darko Zibar et al.   Nature Photonics

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Machine learning in materials informatics: recent applications and prospects

(2017) Rampi Ramprasad et al.   npj Computational Materials

Deep learning

(2015) Yann LeCun et al.   NATURE

Compact and broadband polarization beam splitter based on a silicon nitride augmented low-index guiding structure

(2015) X. Sun et al.   OPTICS LETTERS

Visible-to-near-infrared octave spanning supercontinuum generation in a silicon nitride waveguide

(2015) Haolan Zhao et al.   OPTICS LETTERS

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

(2014) P. Baldi et al.   Nature Communications

Position-sensitive spectral splitting with a plasmonic nanowire on silicon chip

(2013) Qing Hu et al.   Scientific Reports

Harmonic generation in silicon nitride ring resonators

(2011) Jacob S. Levy et al.   OPTICS EXPRESS

Compact polarization rotator on silicon for polarization-diversified circuits

(2011) Long Chen et al.   OPTICS LETTERS

“Rainbow” trapped in a self-similar coaxial optical waveguide

(2010) Qing Hu et al.   APPLIED PHYSICS LETTERS

High confinement micron-scale silicon nitride high Q ring resonator

(2009) Alexander Gondarenko et al.   OPTICS EXPRESS

Fabrication of silicon nitride waveguides for visible-light using PECVD: a study of the effect of plasma frequency on optical properties

(2008) A. Gorin et al.   OPTICS EXPRESS