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Mehran Soltani
Mehran Soltani
Data Scientist at Nexi Group. Ph.D. from Technical University of Denmark (DTU Electro)
Verified email at nexigroup.com
Title
Cited by
Cited by
Year
Deep learning-based channel estimation
M Soltani, V Pourahmadi, A Mirzaei, H Sheikhzadeh
IEEE Communications Letters 23 (4), 652-655, 2019
5462019
Deep feature selection using a teacher-student network
A Mirzaei, V Pourahmadi, M Soltani, H Sheikhzadeh
Neurocomputing 383, 396-408, 2020
562020
Pilot pattern design for deep learning-based channel estimation in OFDM systems
M Soltani, V Pourahmadi, H Sheikhzadeh
IEEE Wireless Communications Letters 9 (12), 2173-2176, 2020
492020
Inverse design of a Raman amplifier in frequency and distance domains using convolutional neural networks
M Soltani, F Da Ros, A Carena, D Zibar
Optics letters 46 (11), 2650-2653, 2021
102021
Spectral and spatial power evolution design with machine learning-enabled Raman amplification
M Soltani, F Da Ros, A Carena, D Zibar
Journal of Lightwave Technology 40 (12), 3546-3556, 2022
82022
Combined mRMR filter and sparse Bayesian classifier for analysis of gene expression data
M Soltani, MH Shammakhi, S Khorram, H Sheikhzadeh
2016 2nd International Conference of Signal Processing and Intelligent …, 2016
52016
Experimental validation of machine-learning based spectral-spatial power evolution shaping using Raman amplifiers
M Soltani, F Da Ros, A Carena, D Zibar
Optics Express 30 (25), 45958-45969, 2022
32022
Distance and spectral power profile shaping using machine learning enabled Raman amplifiers
M Soltani, F Da Ros, A Carena, D Zibar
2021 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2021
22021
Modeling optical amplifiers: from inverse design to full system optimization
F Da Ros, M Yankov, M Soltani, A Carena, D Zibar
2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2023
12023
Experimental validation of spectral-spatial power evolution design using Raman amplifiers
M Soltani, F Da Ros, A Carena, D Zibar
European Conference and Exhibition on Optical Communication, We4A. 2, 2022
12022
Optimization of Raman amplifiers: a comparison between black-, grey-and white-box modeling
MP Yankov, M Soltani, A Carena, D Zibar, F Da Ros
arXiv preprint arXiv:2310.05954, 2023
2023
Enhancing optical fiber transmission performance through advanced link and system design
M Soltani
Technical University of Denmark, 2023
2023
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