JACoW is a publisher in Geneva, Switzerland that publishes the proceedings of accelerator conferences held around the world by an international collaboration of editors.
TY - CONF AU - Capuano, F. AU - Peceli, D. AU - Rus, B. AU - Tiboni, G. AU - Špaček, A. ED - Plötzeneder, Birgit ED - Schaa, Volker RW ED - Štajminger, Ana TI - Laser Pulse Duration Optimization with Numerical Methods J2 - Proc. of PCaPAC2022, Dolní Brežany, Czech Republic, 04-07 October 2022 CY - Dolní Brežany, Czech Republic T2 - International Workshop on Emerging Technologies and Scientific Facilities Controls T3 - 13 LA - english AB - 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 nonlinear phase accumulation. PB - JACoW Publishing CP - Geneva, Switzerland SP - 37 EP - 40 KW - laser KW - controls KW - target KW - feedback KW - GUI DA - 2023/02 PY - 2023 SN - 2673-5512 SN - 978-3-95450-237-0 DO - doi:10.18429/JACoW-PCaPAC2022-THPP5 UR - https://jacow.org/pcapac2022/papers/thpp5.pdf ER -