Controlling light propagation in multimode fibers for imaging, spectroscopy, and beyond

H Cao, T Čižmár, S Turtaev, T Tyc… - Advances in Optics and …, 2023 - opg.optica.org
Light transport in a highly multimode fiber exhibits complex behavior in space, time,
frequency, and polarization, especially in the presence of mode coupling. The newly …

Machine learning and applications in ultrafast photonics

G Genty, L Salmela, JM Dudley, D Brunner… - Nature …, 2021 - nature.com
Recent years have seen the rapid growth and development of the field of smart photonics,
where machine-learning algorithms are being matched to optical systems to add new …

Physics of highly multimode nonlinear optical systems

LG Wright, FO Wu, DN Christodoulides, FW Wise - Nature Physics, 2022 - nature.com
Linear multimode optical systems have enabled clean experimental observations and the
applications of numerous phenomena that continually extend the boundaries of wave …

Roadmap on wavefront sha** and deep imaging in complex media

S Gigan, O Katz, HB De Aguiar… - Journal of Physics …, 2022 - iopscience.iop.org
The last decade has seen the development of a wide set of tools, such as wavefront
sha**, computational or fundamental methods, that allow us to understand and control …

Wavefront sha**: a versatile tool to conquer multiple scattering in multidisciplinary fields

Z Yu, H Li, T Zhong, JH Park, S Cheng, CM Woo… - The Innovation, 2022 - cell.com
Optical techniques offer a wide variety of applications as light-matter interactions provide
extremely sensitive mechanisms to probe or treat target media. Most of these …

Fiber laser development enabled by machine learning: review and prospect

M Jiang, H Wu, Y An, T Hou, Q Chang, L Huang, J Li… - PhotoniX, 2022 - Springer
In recent years, machine learning, especially various deep neural networks, as an emerging
technique for data analysis and processing, has brought novel insights into the development …

Predicting ultrafast nonlinear dynamics in fibre optics with a recurrent neural network

L Salmela, N Tsipinakis, A Foi, C Billet… - Nature machine …, 2021 - nature.com
The propagation of ultrashort pulses in optical fibre plays a central role in the development
of light sources and photonic technologies, with applications from fundamental studies of …

Scalable optical learning operator

U Teğin, M Yıldırım, İ Oğuz, C Moser… - Nature Computational …, 2021 - nature.com
Today's heavy machine learning tasks are fueled by large datasets. Computing is performed
with power-hungry processors whose performance is ultimately limited by the data transfer …

Image reconstruction through a multimode fiber with a simple neural network architecture

C Zhu, EA Chan, Y Wang, W Peng, R Guo, B Zhang… - Scientific reports, 2021 - nature.com
Multimode fibers (MMFs) have the potential to carry complex images for endoscopy and
related applications, but decoding the complex speckle patterns produced by mode-mixing …

Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media

B Rahmani, D Loterie, E Kakkava, N Borhani… - Nature Machine …, 2020 - nature.com
The output of physical systems, such as the scrambled pattern formed by shining the spot of
a laser pointer through fog, is often easily accessible by direct measurements. However …