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The Proper Orthogonal Decomposition for Dimensionality Reduction in Mode-Locked Lasers and Optical Systems
Author(s) -
Eli Shlizerman,
Edwin Ding,
Matthew O. Williams,
J. Nathan Kutz
Publication year - 2011
Publication title -
international journal of optics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.263
H-Index - 17
eISSN - 1687-9392
pISSN - 1687-9384
DOI - 10.1155/2012/831604
Subject(s) - laser , instability , reduction (mathematics) , pulse (music) , mode (computer interface) , nonlinear system , curse of dimensionality , energy (signal processing) , limit (mathematics) , space (punctuation) , dimensionality reduction , physics , optics , decomposition , control theory (sociology) , computer science , mechanics , mathematics , quantum mechanics , mathematical analysis , ecology , geometry , machine learning , artificial intelligence , detector , biology , operating system , control (management)
The onset of multipulsing, a ubiquitous phenomenon in laser cavities, imposes a fundamental limit on the maximumenergy delivered per pulse. Managing the nonlinear penalties in the cavity becomes crucial for increasing the energy and suppressing the multipulsing instability. A proper orthogonal decomposition (POD) allows for the reduction of governing equations of a mode-locked laser onto a low-dimensional space. The resulting reduced system is able to capture correctly the experimentally observed pulse transitions. Analysis of these models is used to explain the sequence of bifurcations that are responsible for the multipulsing instability in the master mode-locking and the waveguide array mode-locking models. As a result, the POD reduction allows for a simple and efficient way to characterize and optimize the cavity parameters for achieving maximal energy output

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