activity
20182020
most citedLearning to see through multimode fibers

407 citations · 825 across the 6 of their papers we have counts for

collaborators

6 papers

physics.optics2020★ 56 cited

All-fiber spatiotemporally mode-locked laser with multimode fiber-based filtering

Uğur Teğin, Babak Rahmani, Eirini Kakkava +2

We demonstrate the first multimode fiber interference-based filtering in an all-fiber spatiotemporally mode-locked laser. The oscillator generates dissipative soliton pulses at 103…

physics.optics2020★ 123 cited

Single mode output by controlling the spatiotemporal nonlinearities in mode-locked femtosecond multimode fiber lasers

Uğur Teğin, Babak Rahmani, Eirini Kakkava +2

The performance of fiber mode-locked lasers is limited due to the high nonlinearity induced by the spatial confinement of the single-mode fiber core. To massively increase the puls…

physics.optics2019★ 77 cited

Controlling spatiotemporal nonlinearities in multimode fibers with deep neural networks

Uğur Teğin, Babak Rahmani, Eirini Kakkava +3

Spatiotemporal nonlinear interactions in multimode fibers are of interest for beam shaping and frequency conversion by exploiting the nonlinear propagation of different pump regime…

physics.optics2019★ 2 cited

Competing Neural Networks for Robust Control of Nonlinear Systems

Babak Rahmani, Damien Loterie, Eirini Kakkava +4

The output of physical systems is often accessible by measurements such as the 3D position of a robotic arm actuated by many actuators or the speckle patterns formed by shining the…

physics.optics2019★ 160 cited

Spatiotemporal self-similar fiber laser

Uğur Teğin, Eirini Kakkava, Babak Rahmani +2

In this Letter, we demonstrate, to the best of our knowledge, the first spatiotemporally mode-locked fiber laser with self-similar pulse evolution. The multimode fiber oscillator g…

physics.optics2018★ 407 cited

Learning to see through multimode fibers

Navid Borhani, Eirini Kakkava, Christophe Moser +1

We use Deep Neural Networks (DNNs) to classify and reconstruct a large database of handwritten digits from the intensity of the speckle patterns that result after the images propag…