Nonlinear phenomena in multimode fibers

Modeling of nonlinear propagation in multimode fibers - influence of fiber parameter on nonlinear phenomena. Investigation of multimode solitons and frequency conversion. The project is financed by the National Science Centre, Poland.

Main tasks:

  • Perform the linear simulations in multimode fibers (modeling fiber designs appropriate for multimode soliton propagation)
  • Perform nonlinear simulation using MMGNLSE and UPPE model
  • Verifying possibility of using deep learning methods to classify modes propagating through multimode fibers, model nonlinear propagation and analyze experimental data
  • Preparing posters for conferences, scientifics reports and papers

Related works:

Technologies used: Matlab, COMSOL Multiphysics

Methods used: Convolutional Neural Networks, Image classification

Sylwia Majchrowska
Sylwia Majchrowska
Postdoc Research Fellow

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