Laser Pulse Duration Optimization With Numerical Methods
Computational Physics
2023-04-26 v1 Numerical Analysis
Numerical Analysis
Abstract
In this study we explore the optimization of laser pulse duration to obtain the shortest possible pulse. We do this by employing a feedback loop between a pulse shaper and pulse duration measurements. We apply to this problem several iterative algorithms including gradient descent, Bayesian Optimization and genetic algorithms, using a simulation of the actual laser represented via a semi-physical model of the laser based on the process of linear and non-linear phase accumulation.
Cite
@article{arxiv.2211.13351,
title = {Laser Pulse Duration Optimization With Numerical Methods},
author = {Francesco Capuano and Davorin Peceli and Gabriele Tiboni and Alexandr Špaček and Bedřic Rus},
journal= {arXiv preprint arXiv:2211.13351},
year = {2023}
}
Comments
4 pages 3 figures - submitted to 2022 PCAPAC Conference