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Toward a self-driving ultrafast fiber laser.

Fanchao MengJohn M Dudley
Published in: Light, science & applications (2020)
Femtosecond pulses from an ultrafast mode-locked fiber laser can be optimized in real time by combining single-shot spectral measurements with a smart genetic algorithm to actively control and drive the intracavity dynamics.
Keyphrases
  • energy transfer
  • machine learning
  • high speed
  • optical coherence tomography
  • deep learning
  • electron transfer
  • computed tomography
  • dna methylation
  • mass spectrometry