Identifying and Anticipating the Threshold Bifurcation of a Complex Laser with Permutation Entropy

The permutation entropy (PE) is a statistical indicator that allows the quantification of the complexity of a signal. Here, we show that it is able to identify and anticipate the threshold bifurcation of a complex laser, where thousands of modes compete for gain at the onset of lasing. In our experimental setup, the cavity round-trip time is several orders of magnitude longer than the temporal resolution of the detection system, which enables a high statistical sampling of the intensity dynamics per round trip. We show that the PE experiences a clear decrease far below the threshold and reaches a sharp minimum at the threshold bifurcation point, which reveals an abrupt increase of the temporal correlations. The evolution of the entropy is compared with standard quantifiers of approaching bifurcations. While lag-1 autocorrelation gradually grows as the threshold is approached, the PE shows a steep decrease that captures the emergence of nonlinear correlations and thus, it allows a clearer identification of the threshold.

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Publication Details

Journal
Physical Review Letters
Published
2025-08-29
DOI
https://doi.org/10.1103/8lhf-51kv
Citations
3
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
Field-Weighted Citation Impact
4.46

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article

Identifying and Anticipating the Threshold Bifurcation of a Complex Laser with Permutation Entropy

M. Marconi, Juan Gancio, Cristina Masoller
3 citations
Physical Review Letters
Nonlinear Dynamics and Pattern Formation
4.46
article

Identifying and Anticipating the Threshold Bifurcation of a Complex Laser with Permutation Entropy

M. Marconi, Juan Gancio, Cristina Masoller
article en
3 citations

Abstract

The permutation entropy (PE) is a statistical indicator that allows the quantification of the complexity of a signal. Here, we show that it is able to identify and anticipate the threshold bifurcation of a complex laser, where thousands of modes compete for gain at the onset of lasing. In our experimental setup, the cavity round-trip time is several orders of magnitude longer than the temporal resolution of the detection system, which enables a high statistical sampling of the intensity dynamics per round trip. We show that the PE experiences a clear decrease far below the threshold and reaches a sharp minimum at the threshold bifurcation point, which reveals an abrupt increase of the temporal correlations. The evolution of the entropy is compared with standard quantifiers of approaching bifurcations. While lag-1 autocorrelation gradually grows as the threshold is approached, the PE shows a steep decrease that captures the emergence of nonlinear correlations and thus, it allows a clearer identification of the threshold.

Physical Review LettersVol. 135(9)
Université Côte d'Azur (FR), Observatoire de la Côte d’Azur (FR), Institut de Physique de Nice (FR), Universitat Politècnica de Catalunya (ES)
Institució Catalana de Recerca i Estudis Avançats, Agència de Gestió d'Ajuts Universitaris i de Recerca
Openalex Percentile: Top 5%
Nonlinear Dynamics and Pattern Formation
4.46
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