Recent advances in machine learning for fiber optic sensor applications

A Venketeswaran, N Lalam… - Advanced Intelligent …, 2022 - Wiley Online Library
Over the last three decades, fiber optic sensors (FOS) have gained a lot of attention for their
wide range of monitoring applications across many industries, including aerospace …

Machine learning approaches in Brillouin distributed fiber optic sensors

C Karapanagiotis, K Krebber - Sensors, 2023 - mdpi.com
This paper presents reported machine learning approaches in the field of Brillouin
distributed fiber optic sensors (DFOSs). The increasing popularity of Brillouin DFOSs stems …

Deep learning assisted microwave photonic dual-parameter sensing

X Tian, L Zhou, L Li, G Gunawan… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The combination of optical microresonators and the emerging microwave photonic (MWP)
sensing has recently drawn great attention, whereas its multi-parameter sensing capability …

Magnon-induced chaos in an optical -symmetric resonator

WL Xu, XF Liu, Y Sun, YP Gao, TJ Wang, C Wang - Physical Review E, 2020 - APS
Optomagnonics supports optical modes with high-quality optical factors and strong photon-
magnon interaction on the scale of micrometers. These novel features provide an effective …

Machine learning assisted BOFDA for simultaneous temperature and strain sensing in a standard optical fiber

C Karapanagiotis, K Hicke, K Krebber - Optics Express, 2023 - opg.optica.org
We report, to our knowledge for the first time on simultaneous distributed temperature and
strain sensing in a standard telecom optical fiber using a machine learning assisted Brillouin …

Unveiling Nonsecular Collisional Dissipation of Molecular Alignment

P Wang, L He, Y Deng, S Sun, P Lan, P Lu - Physical Review Letters, 2024 - APS
We conducted a joint theoretical and experimental study to investigate the collisional
dissipation of molecular alignment. By comparing experimental measurements to the …

Machine learning-assisted high-accuracy and large dynamic range thermometer in high-Q microbubble resonators

H Chen, Z Wang, Y Wang, C Yu, R Niu, CL Zou, J Lu… - Optics …, 2023 - opg.optica.org
Whispering gallery mode (WGM) resonators provide an important platform for fine
measurement thanks to their small size, high sensitivity, and fast response time …

Ellipticity control of high-order harmonic generation with nearly orthogonal two-color laser fields

C Zhai, R Shao, P Lan, B Wang, Y Zhang, H Yuan… - Physical Review A, 2020 - APS
Elliptically polarized high-order harmonics opens a path toward the study of ultrafast
dynamics in circular dichroism of magnetic materials, chiral molecules, and electronic spin …

Review of specialty fiber based Brillouin optical time domain analysis technology

DJJ Hu, G Humbert, H Dong, H Zhang, J Hao, Q Sun - Photonics, 2021 - mdpi.com
Specialty fibers have introduced new functionalities and opportunities in distributed fiber
sensing applications. Particularly, Brillouin optical time domain analysis (BOTDA) systems …

Achieving precise multiparameter measurements with distributed optical fiber sensor using wavelength diversity and deep neural networks

N Lalam, S Bukka, H Bhatta, M Buric… - Communications …, 2024 - nature.com
The development of advanced distributed optical fiber sensing systems that are capable of
performing accurate and spatially resolved multiparameter measurements is of great interest …