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Data for article entitled: Amplification of femtosecond pulses with AI-assisted spectral phase modulation

Version 2.0

Soboń, Grzegorz, 2024, "Data for article entitled: Amplification of femtosecond pulses with AI-assisted spectral phase modulation", https://doi.org/10.18150/K2D3AA, RepOD, V2

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Description

Files include the data presented in the manuscript entitled: "Amplification of femtosecond pulses with AI-assisted spectral phase modulation" by M. Krakowski, A. Kwaśny and G. Soboń.

Figure 4 presents the characterization of a reference laser pulse with no optimization (optical spectrum, spectral phase, temporal shape, temporal phase, autocorrelation trace, fit to the autocorrelation trace)

Figure 6 presents the cost functions of the algorithm for a constant number of iterations – 20; the varying parameters are the number of stripes on the SLM and number of the agents in the GWO algorithm

Figure 7 presents the Generated phase masks in GWO settings of 800 agents, for 20, 40, 80, 160, 320 and 480 stripes.

Figure 8 presents the characterization of the optimized pulse (optical spectrum, spectral phase, temporal shape, temporal phase, autocorrelation trace, fit to the autocorrelation trace)

(2023-12)

Subject

Engineering; Physics

Keyword

femtosecond laser, fiber laser, laser pulse optimization, Grey Wolf Optimizer, machine learning, adaptive pulse shaping

License

CC BY - Creative Commons Attribution 4.0

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		Figure4_data.txt Plain Text - 767.1 KB - Jan 3, 2024 - 0 Downloads MD5: 4564ca6c1d7423b6430d0dc32b4b1148 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure6a.txt Plain Text - 1.7 KB - Jan 3, 2024 - 0 Downloads MD5: ff362884d554a16d6b94aed5dd6584a0 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure6b.txt Plain Text - 1.7 KB - Jan 3, 2024 - 0 Downloads MD5: 53792c3181e3eb4c4aecbe02784b7473 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure6c.txt Plain Text - 1.7 KB - Jan 3, 2024 - 0 Downloads MD5: 084fb467d473192e36587c381caeb8a5 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure6d.txt Plain Text - 1.7 KB - Jan 3, 2024 - 0 Downloads MD5: 44844c49c62bd3962af795fea8abfc54 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure6e.txt Plain Text - 1.7 KB - Jan 3, 2024 - 0 Downloads MD5: 3b4d8acc47422b9aaa2229db396406f1 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure7a.txt Plain Text - 31.3 KB - Jan 3, 2024 - 0 Downloads MD5: d7606591d4943a3f8bb0c361c6286c15 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure7b.txt Plain Text - 31.7 KB - Jan 3, 2024 - 0 Downloads MD5: 1ad83cdf45ceafcc4aa5e3c7a212c88c License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure7c.txt Plain Text - 31.3 KB - Jan 3, 2024 - 0 Downloads MD5: 282937bf8dd673dd66f51ec6a5464983 License: CC BY - Creative Commons Attribution 4.0	Preview Download
		Figure7d.txt Plain Text - 30.9 KB - Jan 3, 2024 - 0 Downloads MD5: 28643df3d9a22f0ba300df9d146101b8 License: CC BY - Creative Commons Attribution 4.0	Preview Download

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