Publications

Journal Publications

  • Rahmani, B., Oguz, I., Teğin, U., Hsieh, J. L., Psaltis, D., & Moser, C. (2022). Learning to image and compute with multimode optical fibers. Nanophotonics, 11(6), 1071-1082.

  • Teğin, U., Yıldırım, M., Oğuz, İ., Moser, C., & Psaltis, D. (2021). Scalable optical learning operator. Nature Computational Science, 1(8), 542-549.

  • Teğin, U., Dinç, N. U., Moser, C., & Psaltis, D. (2021). Reusability report: Predicting spatiotemporal nonlinear dynamics in multimode fibre optics with a recurrent neural network. Nature Machine Intelligence, 1-5.

  • Teğin, U., Rahmani, B., Kakkava, E., Psaltis, D., & Moser, C. (2020). Single- mode output by controlling the spatiotemporal nonlinearities in mode-locked femtosecond multimode fiber lasers. Advanced Photonics, 2(5), 056005.

  • Teğin, U., Rahmani, B., Kakkava, E., Psaltis, D., & Moser, C. (2020). All-fiber spatiotemporally mode-locked laser with multimode fiber-based filtering. Optics Express, 28(16), 23433-23438.

  • Rahmani, B., Loterie, D., Kakkava, E., Borhani, N., Teğin, U., Psaltis, D., & Moser, C. (2020). Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media. Nature Machine Intelligence, 2(7), 403-410.

  • Teğin, U., Rahmani, B., Kakkava, E., Borhani, N., Moser, C., & Psaltis, D. (2020). Controlling spatiotemporal nonlinearities in multimode fibers with deep neural networks. APL Photonics, 5(3), 030804.

  • Kakkava, E., Borhani, N., Rahmani, B., Teğin, U., Moser, C., & Psaltis, D. (2020). Deep learning-based image classification through a multimode fiber in the presence of wavelength drift. Applied Sciences, 10(11), 3816.

  • Teğin, U., Kakkava, E., Rahmani, B., Psaltis, D., & Moser, C. (2019). Spatiotemporal self-similar fiber laser. Optica, 6(11), 1412-1415.

  • Kakkava, E., Rahmani, B., Borhani, N., Teğin, U., Loterie, D., Konstantinou, G., ... & Psaltis, D. (2019). Imaging through multimode fibers using deep learning: The effects of intensity versus holographic recording of the speckle pattern. Optical Fiber Technology, 52, 101985.

  • Teğin, U., & Ortaç, B. (2018). Cascaded Raman scattering based high power octave-spanning supercontinuum generation in graded-index multimode fibers. Scientific Reports, 8(1), 1-7.

  • Teğin, U., & Ortaç, B. (2018). All-fiber all-normal-dispersion femtosecond laser with a nonlinear multimodal interference-based saturable absorber. Optics Letters, 43(7), 1611-1614.

  • Teğin, U., & Ortaç, B. (2017). Spatiotemporal instability of femtosecond pulses in graded-index multimode fibers. IEEE Photonics Technology Letters, 29(24), 2195-2198.

Conference Talks

  • Invited talk, Scalable nonlinear optical computing with multimode fibers”, Photonics West SPIE, 02/2022.

  • Optical computing with multimode fiber nonlinearities“, Optics + Photonics SPIE, Emerging Topics in Artificial Intelligence, 08/2021

  • Invited talk, “Optical computing with multimode fiber nonlinearities”, IEEE Photonics Society Summer Topicals Meeting, 07/2021.

  • “Optical computing with spatiotemporal fiber nonlinearities”, CLEO EU, 06/2021.

  • “Spatial self-beam cleaning in spatiotemporally mode-locked fiber lasers”, CLEO EU, 06/2021.

  • “Machine learning with multimode fibers”, CLEO US, 05/2021.

  • Invited talk, "Spectral and spatial shaping of spatiotemporal nonlinearities in multimode fibers", IEEE Photonics Society Summer Topicals Meeting, 07/2020.

  • Highlighted talk, "Dispersion-managed soliton multimode fiber laser", CLEO US, 05/2020.

  • "Self-similar spatiotemporally mode-locked fiber laser”, Photonics West SPIE, 02/2020.

  • "Learning spatiotemporal nonlinearities in graded-index multimode fibers with deep neural networks", CLEO EU, 06/2019.

  • "All-fiber all-normal-dispersion femtosecond laser with nonlinear multimodal interference-based saturable absorber", CLEO EU, 06/2019.

  • "High power supercontinuum generation in graded-index multimode fibers", CLEO EU, 06/2019

  • "Deep neural networks for controlling spatiotemporal nonlinearities in graded- index multimode fibers", Photorefractive Photonics and beyond, 06/2019

  • "Generation of dissipative solitons in normal-dispersion Raman fiber laser", CLEO Pacific Rim, 08/2015.

  • "Dissipative solitons generated from a mode-locked Raman laser", CLEO EU, 06/2015.

  • "Seeded amplification of Stokes wave in an ultrafast fiber amplifiers", EPS-QEOD EUROPHOTON, 08/2014.