Full-field prediction of supercontinuum generation dynamics

Lauri Salmela; Mathilde Hary; John M. Dudley; Goëry Genty

doi:10.1117/12.2577593

5 March 2021 Full-field prediction of supercontinuum generation dynamics

Lauri Salmela, Mathilde Hary, John M. Dudley, Goëry Genty

Proceedings Volume 11703, AI and Optical Data Sciences II; 1170314 (2021) https://doi.org/10.1117/12.2577593
Event: SPIE OPTO, 2021, Online Only

Abstract

The generation of an optical supercontinuum with short (fs) input pulse duration is a highly complex process that exhibits rich nonlinear dynamics. Here, we show that one can teach a machine learning model to learn the nonlinear dynamics of ultrashort pulse propagation and predict the full-field propagation dynamics of supercontinuum based only on the input pulse characteristics (peak power, duration and chirp).

Conference Presentation

Citation Download Citation

Lauri Salmela, Mathilde Hary, John M. Dudley, and Goëry Genty "Full-field prediction of supercontinuum generation dynamics", Proc. SPIE 11703, AI and Optical Data Sciences II, 1170314 (5 March 2021); https://doi.org/10.1117/12.2577593

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available