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All ResearchIDs

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All Publications

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Journal(s)

• Learning-enabled recognition of LG beams from multimode fiber specklegrams, By N Vangety, PM Pooja, A Majee, S Roy, Elsevier, Results in Optics, vol., pp., 2024
• Machine learning approach with higher accuracy for simultaneous measurement of the dual parameter by MSM fiber structure, By Kousrav Dey, V Nikhil, Sourabh Roy, Elsevier, Measurement , vol., pp., 2023
• Analysing group indices and dispersion characteristics of engineered photonic crystal waveguides using artificial neural network, By VDR Pavan, V Nikhil, K Dey, B Umamaheswara Sharma, S Roy, “, Springer India, Journal of Optics, vol., pp., 2023
• Detailed investigation of spectral properties of SMS Fiber Segment and its sensing performance under varying multimode fiber lengths, By Koustav Dey, Sourabh Roy , Pergamon, Infrared Physics and Technology , vol., pp., 2023
• Weight-location recognition in a plastic optical fiber using a convolutional neural network, By Nikhil Vangety, Koustav Dey, Sourabh Roy, Elsevier, Optical Fiber Technology, vol., pp., 2023
• Demonstration of a fast-training feed-forward machine learning algorithm for studying key optical properties of FBG and predicting precisely the output spectrum, By Koustav Dey, V Nikhil, PR Chaudhuri, Sourabh Roy, Springer, Optical and Quantum Electronics , vol., pp., 2023
• Transfer learning convolutional neural network for weight classification in a plastic optical fiber,”, By N Vangety, K Dey, S Roy, , De Gruyter, Journal of Optical Communications, vol., pp., 2023
• Analyzing spectral properties and sensing performance of multi-single-multi mode fiber combination, By Koustav Dey, Sourabh Roy, , IOP Publishing, Physica Scripta , vol., pp., 2022
• Analyzing specklegrams of plastic optical fiber using convolutional neural network for weight recognition, By N Vangety, K Dey, SK Ghosh, Sourabh Roy, SPIE, Optical Engineering, vol., pp., 2022
• Diffuse Reflectance Illumination Module Improvements in Near-Infrared Spectrometer for Heterogeneous Sample Analysis, By Umachandi M, SRoy, Ramesh D, IEEE, IEEE Access , vol., pp., 2022
• Machine learning approach for simultaneous measurement of strain and temperature using FBG sensor,” , By Koustav Dey, Nikhil Vangety, Sourabh Roy , Elsevier, Sensors and Actuators: A Physical, vol., pp., 2021
• High-Resolution All-Optical Imaging of Multimode Profiles in a Saturated Absorption Medium, By Onkar Nath Verma and Sourabh Roy, IEEE, IEEE Journal of Quantum Electronics, vol., pp., 2019
• Analyzing characteristics of spiral vector beams generated by mixing of orthogonal LP11 modes in a few-mode optical fiber , By C. Hari Krishna & Sourabh Roy, Optica, Applied Optics, vol., pp., 2018

Conference(s)

• Examine the self-imaging phenomenon within a single-multi-single mode fiber structure By K Dey, A Majee, D. Dinakar, S Roy, Optic 2023, 2023
• Speckle pattern-based classification of different polarized LG beams using machine learning By V Nikhil, Sourabh Roy, Optic 2023, 2023
• Comparison in sensing performance between single-multi-single mode and multi-single-multi mode fiber structure By K Dey, A Majee, S Roy, Optica Sensing Congress, 2023
• Analysing Weighted Composite Vortex Beams By Pooja Pm, V Nikhil, Sourabh Roy, Photonics 2023, 2023
• A machine learning approach for simultaneous measurement of temperature and strain using MSM By K Dey, V Nikhil, A Majee, S Roy, JSAP-Optica Joint Symposia, 2022
• Simultaneous strain-temperature analysis by machine learning assisted FBG sensor By Koustav Dey, V. Nikhil, and S. Roy, ,” , CLEO (Applications and Technology), 2022, 2022
• Analysis of the optical properties of a fiber Bragg grating using machine learning approach By Koustav Dey, V. Nikhil, S. Choudhary and S. Roy, IEEE Photonics Conference (IPC), 2021
• Multimode fiber length dependence on spectral properties and sensitivity of single-multi-single mode (SMS) fiber combination By Koustav Dey, S. Choudhary, D. Dinakar and S. Roy, IEEE Photonics Conference (IPC), 2021
• Machine learning approach to predict the output spectrum of different types of FBGs By 6. Koustav Dey, V Nikhil and Sourabh Roy, “” JSAP-OSA Joint Symposia 2021, 1-2, 2021, JSAP-OSA Joint Symposia 2021, 2021
• Quality Factor Assessment of a Laser speckle pattern for Stress sensing in a Statistical Modal Sensors By N. Vangety, Koustav Dey and S. Roy, IEEE Asian Conference on Innovation in Technology (ASIANCON), 2021

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