Taming femtosecond laser filamentation and supercontinuum generation in liquids using neural networks

被引：2

作者：

Konstantakis, Panagiotis ^{[1
,2
]}

Dufour, Paul E. ^{[3
]}

Manousidaki, Maria ^{[1
]}

Koulouklidis, Anastasios D. ^{[1
]}

Tzortzakis, Stelios ^{[1
,2
,4
]}

机构：

[1] Fdn Res & Technol Hellas FORTH, Inst Elect Struct & Laser, N Plastira 100, Iraklion 71110, Crete, Greece

[2] Univ Crete, Dept Mat Sci & Technol, Iraklion 70013, Crete, Greece

[3] Inst Polytech Paris, Ecole Natl Super Tech Avancees, 828 Bd Marechaux, F-91732 Palaiseau, France

[4] Texas A&M Univ Qatar, Sci Program, POB 23874, Doha, Qatar

来源：

OPTICS LETTERS | 2022年 / 47卷 / 21期

关键词：

EXTENDED PLASMA CHANNELS; PULSES; BEAMS; AIR;

D O I：

10.1364/OL.466287

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

We report the spectral shaping of supercontinuum generation in liquids by employing properly engineered Bessel beams coupled with artificial neural networks. We demonstrate that given a custom spectrum, neural networks are capable of outputting the experimental parameters needed to generate it experimentally. (C) 2022 Optica Publishing Group

引用

页码：5445 / 5448

页数：4

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