Abstract
The interplay among the effects of dispersion, nonlinearity and gain/loss in optical fibers is a powerful tool to generate a broad range of pulse shapes with tunable properties. Here we propose a method to optimize the systems parameters for a given pulse target. By reducing the system complexity and applying machine-learning strategies, we show that it is possible to efficiently identify the sets of parameters of interest. Two configurations are numerically investigated: pulse shaping in a passive normally dispersive fiber and pulse generation in a dual-pump nonlinear-amplifying-loop-mirror mode-locked fiber laser.
| Original language | English |
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| Title of host publication | Proceedings of the French-Israel Symposium on Nonlinear and Quantum Optics (FRISNO 15) |
| Number of pages | 1 |
| Publication status | Published - 29 Mar 2019 |
| Event | French-Israel Symposium on Nonlinear and Quantum Optics - Centre Paul-Langevin, Aussois, France Duration: 24 Mar 2019 → 29 Mar 2019 http://www.weizmann.ac.il/conferences/frisno15/ |
Conference
| Conference | French-Israel Symposium on Nonlinear and Quantum Optics |
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| Abbreviated title | FRISNO 15 |
| Country/Territory | France |
| City | Aussois |
| Period | 24/03/19 → 29/03/19 |
| Internet address |