Can machine learning efficiently predict symmetry breaking in physical problems like Bose-Einstein condensates?

BM Miranda, AR de Almeida, AT Avelar… - Physica D: Nonlinear …, 2024 - Elsevier
In this work, our objective is to evaluate whether machine learning algorithms combined with
computational methods used in physical problems such as spontaneous symmetry breaking …

Trapped vortex dynamics implemented in composite Bessel beams

AA Voitiv, ME Siemens, MT Lusk - Physics of Fluids, 2024 - pubs.aip.org
The divergence-free nature of Bessel beams can be harnessed to effectively trap optical
vortices in free space laser propagation. We show how to generate arbitrary vortex …