8 citations · 16 across the 13 of their papers we have counts for
3 papers · 1 filter
Machine Learning of Nonlinear Waves: Data-Driven Methods for Computer-Assisted Discovery of Equations, Symmetries, Conservation Laws, and Integrability
Jimmie Adriazola, Panayotis G. Kevrekidis, Vassilis Koukouloyannis +1
The purpose of this article is to provide a perspective---admittedly, a rather subjective one---of recent developments at the interface of machine learning (ML)/data-driven methods…
Experimentally Tractable Generation of High-Order Rogue Waves in Bose-Einstein Condensates
Jimmie Adriazola, Panayotis Kevrekidis
In this work, we study a prototypical, experimentally accessible scenario that enables the systematic generation of so-called high-order rogue waves in atomic Bose-Einstein condens…
Efficient Manipulation of Bose-Einstein Condensates in a Double-Well Potential
J. Adriazola, R. H. Goodman, P. G. Kevrekidis
We pose the problem of transferring a Bose-Einstein Condensate (BEC) from one side of a double-well potential to the other as an optimal control problem for determining the time-de…