| Combining nonlinear Fourier transform and neural network-based processing in optical communications O Kotlyar, M Pankratova, M Kamalian-Kopae, A Vasylchenkova, ... Optics letters 45 (13), 3462-3465, 2020 | 51 | 2020 |
| Signal-noise interaction in optical-fiber communication systems employing nonlinear frequency-division multiplexing M Pankratova, A Vasylchenkova, SA Derevyanko, NB Chichkov, ... Physical Review Applied 13 (5), 054021, 2020 | 40 | 2020 |
| Convolutional long short-term memory neural network equalizer for nonlinear Fourier transform-based optical transmission systems O Kotlyar, M Kamalian-Kopae, M Pankratova, A Vasylchenkova, ... Optics Express 29 (7), 11254-11267, 2021 | 38 | 2021 |
| Direct nonlinear Fourier transform algorithms for the computation of solitonic spectra in focusing nonlinear Schrödinger equation A Vasylchenkova, JE Prilepsky, D Shepelsky, A Chattopadhyay Communications in Nonlinear Science and Numerical Simulation 68, 347-371, 2019 | 36 | 2019 |
| Contour integrals for numerical computation of discrete eigenvalues in the Zakharov–Shabat problem A Vasylchenkova, JE Prilepsky, SK Turitsyn Optics letters 43 (15), 3690-3693, 2018 | 33 | 2018 |
| Signal modulation and processing in nonlinear fibre channels by employing the Riemann–Hilbert problem M Kamalian, A Vasylchenkova, D Shepelsky, JE Prilepsky, SK Turitsyn Journal of Lightwave Technology 36 (24), 5714-5727, 2018 | 23 | 2018 |
| On the impact of launch power optimization and transceiver noise on the performance of ultra-wideband transmission systems H Buglia, E Sillekens, A Vasylchenkova, P Bayvel, L Galdino Journal of Optical Communications and Networking 14 (5), B11-B21, 2022 | 22 | 2022 |
| Unsupervised and supervised machine learning for performance improvement of NFT optical transmission O Kotlyar, M Pankratova, M Kamalian, A Vasylchenkova, JE Prilepsky, ... 2018 IEEE British and Irish conference on optics and photonics (BICOP), 1-4, 2018 | 16 | 2018 |
| Full-spectrum periodic nonlinear Fourier transform optical communication through solving the Riemann-Hilbert problem M Kamalian-Kopae, A Vasylchenkova, D Shepelsky, JE Prilepsky, ... Journal of Lightwave Technology 38 (14), 3602-3615, 2020 | 14 | 2020 |
| Challenges in extending optical fibre transmission bandwidth beyond C+ L band and how to get there H Buglia, E Sillekens, A Vasylchenkova, W Yi, R Killey, P Bayvel, ... 2021 International Conference on Optical Network Design and Modeling (ONDM), 1-4, 2021 | 13 | 2021 |
| A closed-form expression for the Gaussian noise model in the presence of inter-channel stimulated Raman scattering extended for arbitrary loss and fibre length H Buglia, M Jarmolovičius, A Vasylchenkova, E Sillekens, L Galdino, ... Journal of Lightwave Technology, 2023 | 10 | 2023 |
| Fixed-point realisation of fast nonlinear Fourier transform algorithm for FPGA implementation of optical data processing A Vasylchenkova, D Salnikov, D Karaman, OG Vasylchenkov, ... Nonlinear Optics and Applications XII 11770, 111-120, 2021 | 10 | 2021 |
| Multieigenvalue communication paired with b-modulation A Vasylchenkova, JE Prylepsky, NB Chichkov, SK Turitsyn 45th European Conference on Optical Communication (ECOC 2019), 1-4, 2019 | 10 | 2019 |
| Communication system based on periodic nonlinear Fourier transform with exact inverse transformation M Kamalian, A Vasylchenkova, J Prilepsky, D Shepelsky, S Turitsyn 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 10 | 2018 |
| Nonlinear Fourier spectrum characterization of time-limited signals D Shepelsky, A Vasylchenkova, JE Prilepsky, I Karpenko IEEE Transactions on Communications 68 (5), 3024-3032, 2020 | 9 | 2020 |
| Artificial neural network-based equaliser in the nonlinear Fourier domain for fibre-optic communication applications M Kamalian-Kopae, A Vasylchenkova, O Kotlyar, M Pankratova, ... 2019 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2019 | 8 | 2019 |
| An extended version of the ISRS GN model in closed-form accounting for short span lengths and low losses H Buglia, E Sillekens, A Vasylchenkova, RI Killey, P Bayvel, L Galdino 2022 European Conference on Optical Communication (ECOC), 1-4, 2022 | 6 | 2022 |
| Signal-dependent noise for b-modulation NFT-based transmission A Vasylchenkova, M Pankratova, J Prilepsky, N Chichkov, S Turitsyn 2019 Conference on Lasers and Electro-Optics Europe & European Quantum …, 2019 | 5 | 2019 |
| Communication system using periodic nonlinear Fourier transform based on Riemann-Hilbert problem M Kamalian, D Shepelsky, A Vasylchenkova, JE Prilepsky, SK Turitsyn 2018 European Conference on Optical Communication (ECOC), 1-3, 2018 | 5 | 2018 |
| Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks S Bogdanov, D Shepelsky, A Vasylchenkova, E Sedov, PJ Freire, ... Communications in Nonlinear Science and Numerical Simulation 125, 107311, 2023 | 4 | 2023 |
Jaroslaw E. Prilepsky (Yaroslav Prylep...Aston Institute of Photonic Technologies, Aston UniversityVerified email at aston.ac.uk
