Sam Nallaperuma - researchr alias

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Viewing Publication 1 - 6 from 6

2023

Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A reviewDilan Lasantha, Sugandima Vidanagamachchi, Sam Nallaperuma. eaai, 123(Part B):106352, 2023. [doi]

2022

Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networksSam Nallaperuma, Zelin Gan, Josh W. Nevin, Mykyta S. Klymenko, Seb J. Savory. jocnet, 15(8):497-506, 2022. [doi]

Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networksJosh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory. jocnet, 14(9):733-748, 2022. [doi]

2021

Parameter Optimisation for Ultra-Wideband Optical Networks in the Presence of Stimulated Raman Scattering EffectSam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory. ondm 2021: 1-6 [doi]

A Pareto-Optimality Based Multi-Objective Optimisation Approach to Assist Optical Network (Re-)Design ChoicesSam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory. ecoc 2021: 1-4 [doi]

Ultra-Wideband Information Throughput Attained via Launch Power AllocationNikita A. Shevchenko, Sam Nallaperuma, Seb J. Savory. ondm 2021: 1-3 [doi]

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