Dynamical symmetry breaking through AI: The dimer self-trapping transition

The nonlinear dimer obtained through the nonlinear Schr{\"o}dinger equation has been a workhorse for the discovery the role nonlinearity plays in strongly interacting systems. While the analysis of the stationary states demonstrates the onset of a symmetry broken state for some degree of nonlin...

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Veröffentlicht in:	arXiv.org 2021-09
Hauptverfasser:	Tsironis, G P, Barmparis, G D, Campbell, D K
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Broken symmetry Computer Science - Learning Dimers Initial conditions Jacobian elliptic functions Machine learning Nonlinearity Physics - Computational Physics Physics - Exactly Solvable and Integrable Systems Trapping
Online-Zugang:	Volltext
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