Taming femtosecond laser filamentation and supercontinuum generation in liquids using neural networks. Academic Article uri icon


  • 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.

published proceedings

  • Opt Lett

author list (cited authors)

  • Konstantakis, P., Dufour, P. E., Manousidaki, M., Koulouklidis, A. D., & Tzortzakis, S.

citation count

  • 2

complete list of authors

  • Konstantakis, Panagiotis||Dufour, Paul E||Manousidaki, Maria||Koulouklidis, Anastasios D||Tzortzakis, Stelios

publication date

  • November 2022