Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network

L Salmela, N Tsipinakis, A Foi, C Billet… - Nature machine …, 2021 - nature.com
The propagation of ultrashort pulses in optical fibre plays a central role in the development
of light sources and photonic technologies, with applications from fundamental studies of …

[HTML][HTML] Controlling spatiotemporal nonlinearities in multimode fibers with deep neural networks

U Teğin, B Rahmani, E Kakkava, N Borhani, C Moser… - Apl Photonics, 2020 - pubs.aip.org
Spatiotemporal nonlinear interactions in multimode fibers are of interest for beam shaping
and frequency conversion by exploiting the nonlinear interaction of different pump modes …

[HTML][HTML] Customizing supercontinuum generation via on-chip adaptive temporal pulse-splitting

B Wetzel, M Kues, P Roztocki, C Reimer… - Nature …, 2018 - nature.com
Modern optical systems increasingly rely on complex physical processes that require
accessible control to meet target performance characteristics. In particular, advanced light …

Controllable spatiotemporal nonlinear effects in multimode fibres

LG Wright, DN Christodoulides, FW Wise - Nature photonics, 2015 - nature.com
Multimode fibres are of interest for next-generation telecommunications systems and the
construction of high-energy fibre lasers. However, relatively little work has explored …

Dynamics of femtosecond supercontinuum generation in multimode fibers

F Poletti, P Horak - Optics Express, 2009 - opg.optica.org
We solve a system of generalized nonlinear Schr¨ odinger equations to study the nonlinear
dynamics of ultrashort pulse propagation in multimode fibers. Due to pulse walk-off …

[HTML][HTML] Deep learning of ultrafast pulses with a multimode fiber

W Xiong, B Redding, S Gertler, Y Bromberg… - APL Photonics, 2020 - pubs.aip.org
Characterizing ultrashort optical pulses has always been a critical but difficult task, which
has a broad range of applications. We propose and demonstrate a self-referenced method …

Modulation control and spectral shaping of optical fiber supercontinuum generation in the picosecond regime

G Genty, JM Dudley, BJ Eggleton - Applied Physics B, 2009 - Springer
Numerical simulations are used to study how fiber supercontinuum generation seeded by
picosecond pulses can be actively controlled through the use of input pulse modulation. By …

Noise amplification during supercontinuum generation in microstructure fiber

NR Newbury, BR Washburn, KL Corwin, RS Windeler - Optics letters, 2003 - opg.optica.org
Supercontinua generated by femtosecond pulses launched in microstructure fiber can
exhibit significant low-frequency (< 1‐MHz) amplitude noise on the output pulse train. We …

Physics‐Informed Neural Network for Nonlinear Dynamics in Fiber Optics

X Jiang, D Wang, Q Fan, M Zhang… - Laser & Photonics …, 2022 - Wiley Online Library
A physics‐informed neural network (PINN) that combines deep learning with physics is
studied to solve the nonlinear Schrödinger equation for learning nonlinear dynamics in fiber …

Fundamental limits to few-cycle pulse generation from compression of supercontinuum spectra generated in photonic crystal fiber

JM Dudley, S Coen - Optics Express, 2004 - opg.optica.org
The fundamental limits to the compressibility of broadband supercontinuum spectra
generated in photonic crystal fiber are examined using numerical simulations based on a …