[PDF][PDF] Inverse prediction of ultrashort pulse nonlinear propagation in optical fibers
J Cheng, R Liu, Y Shi, M Hu - 2024 - researching.cn
Recently, artificial intelligence (AI) has been proven as an effective modeling tool in ultrafast
optics and its application in the design of ultrafast laser system is a promising issue. In this …
optics and its application in the design of ultrafast laser system is a promising issue. In this …
Data-driven solitons and parameter discovery to the (2+ 1)-dimensional NLSE in optical fiber communications
X Peng, YW Zhao, X Lü - Nonlinear Dynamics, 2024 - Springer
In this paper, we investigate the (2+ 1)-dimensional nonlinear Schrödinger equation (NLSE)
which characterizes the transmission of optical pulses through optical fibers exhibiting …
which characterizes the transmission of optical pulses through optical fibers exhibiting …
Predicting mode-locked fiber laser output using feed-forward neural network
X Liu, R Gumenyuk - arXiv preprint arXiv:2311.18385, 2023 - arxiv.org
With a great ability to solve regression problems, the artificial neural network has become a
powerful tool to facilitate advancing ultrafast laser research. In this contribution, we …
powerful tool to facilitate advancing ultrafast laser research. In this contribution, we …
Machine learning for ultrafast photonics applications: from nonlinear instabilities to broadband supercontinuum generation
G Genty - Ultrafast Phenomena and Nanophotonics XXVI, 2022 - spiedigitallibrary.org
We review the use of machine learning techniques in ultrafast photonics applications with
emphasis on fiber-optics systems. In particular, we discuss how neural networks can be …
emphasis on fiber-optics systems. In particular, we discuss how neural networks can be …
Toward high-speed effective numerical simulation of multiple filamentation of high-power femtosecond laser radiation in a transparent medium
A Bulygin, Y Geints - JOSA B, 2023 - opg.optica.org
High-power femtosecond laser radiation during propagation in air (and other transparent
media) experiences multiple filamentation. Filamentation is a unique nonlinear optical …
media) experiences multiple filamentation. Filamentation is a unique nonlinear optical …
Predicting behavior of photonic crystal fiber lasers using artificial neural networks
Simulating pulse propagation within fiber lasers is a difficult and computationally demanding
task, which limits the ability to accurately capture their complex nonlinear dynamics. This …
task, which limits the ability to accurately capture their complex nonlinear dynamics. This …
Modeling of ultrafast laser pulse propagation
Computer simulations of ultrafast optical pulses face multiple challenges. This requires one
to construct a propagation model to reduce the Maxwell system so that it can be efficiently …
to construct a propagation model to reduce the Maxwell system so that it can be efficiently …
Design, Optimization, and Blackbox Optimization of Laser Systems
Chirped pulse amplification (CPA) and subsequent nonlinear optical (NLO) systems
constitute the backbone of myriad advancements in semiconductor and additive …
constitute the backbone of myriad advancements in semiconductor and additive …
py-fmas: A python package for ultrashort optical pulse propagation in terms of forward models for the analytic signal
O Melchert, A Demircan - Computer Physics Communications, 2022 - Elsevier
We present a flexible, open-source Python package for the accurate simulation of the z-
propagation dynamics of ultrashort optical pulses in nonlinear waveguides, especially valid …
propagation dynamics of ultrashort optical pulses in nonlinear waveguides, especially valid …
S2E Model of CPA and NLO Systems
Modeling chirped pulse amplification and nonlinear optical systems from start to end to
perform ground-up design, inverse engineering, and reverse engineering is essential to …
perform ground-up design, inverse engineering, and reverse engineering is essential to …