Optimization of photonic crystal nanocavities based on deep learning

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

(2018) Wei Ma et al.   ACS Nano

Neural network based design of metagratings

(2018) Sandeep Inampudi et al.   APPLIED PHYSICS LETTERS

A single-photon switch and transistor enabled by a solid-state quantum memory

(2018) Shuo Sun et al.   SCIENCE

Training Deep Neural Networks for the Inverse Design of Nanophotonic Structures

(2018) Dianjing Liu et al.   ACS Photonics

Photonic crystal nanocavity with a Q factor exceeding eleven million

(2017) Takashi Asano et al.   OPTICS EXPRESS

Improvement in the quality factors for photonic crystal nanocavities via visualization of the leaky components

(2016) Tatsuya Nakamura et al.   OPTICS EXPRESS

On-demand transfer of trapped photons on a chip

(2016) R. Konoike et al.   Science Advances

Deep learning

(2015) Yann LeCun et al.   NATURE

Genetically designed L3 photonic crystal nanocavities with measured quality factor exceeding one million

(2014) Y. Lai et al.   APPLIED PHYSICS LETTERS

Photonic crystal nanocavity with a Q-factor of ~9 million

(2014) Hiroshi Sekoguchi et al.   OPTICS EXPRESS

Automated optimization of photonic crystal slab cavities

(2014) Momchil Minkov et al.   Scientific Reports

A micrometre-scale Raman silicon laser with a microwatt threshold

(2013) Yasushi Takahashi et al.   NATURE

Ultralow-power all-optical RAM based on nanocavities

(2012) Kengo Nozaki et al.   Nature Photonics

Strong coupling between distant photonic nanocavities and its dynamic control

(2011) Yoshiya Sato et al.   Nature Photonics

Laser oscillation in a strongly coupled single-quantum-dot–nanocavity system

(2010) M. Nomura et al.   Nature Physics

Optimized design for 2×106 ultra-high Q silicon photonic crystal cavities

(2010) Zheng Han et al.   OPTICS COMMUNICATIONS

Ultrahigh-Q two-dimensional photonic crystal slab nanocavities in very thin barriers

(2008) Eiichi Kuramochi et al.   APPLIED PHYSICS LETTERS

Design of Photonic Crystal Nanocavity With $Q$-Factor of $\sim}10^{9$

(2008) Yoshinori Tanaka et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Refractive index sensing utilizing a cw photonic crystal nanolaser and its array configuration

(2008) Shota Kita et al.   OPTICS EXPRESS