Sam Nallaperuma

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Optical Networks

Top Venues

Eng. Appl. Artif. Intell.

Publications

Dilan Lasantha, Sugandima Vidanagamachchi, Sam Nallaperuma
CRIECNN: Ensemble convolutional neural network and advanced feature extraction methods for the precise forecasting of circRNA-RBP binding sites. Comput. Biol. Medicine 174 (2024)
Dilan Lasantha, Sugandima Vidanagamachchi, Sam Nallaperuma
Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A review. Eng. Appl. Artif. Intell. 123 (Part B) (2023)
Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory
Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks. JOCN 14 (9) (2022)
Josh W. Nevin, Sam Nallaperuma, Seb J. Savory
Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks. CoRR (2022)
Sam Nallaperuma, Zelin Gan, Josh W. Nevin, Mykyta S. Klymenko, Seb J. Savory
Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks. JOCN 15 (8) (2022)
Nikita A. Shevchenko, Sam Nallaperuma, Seb J. Savory
Ultra-Wideband Information Throughput Attained via Launch Power Allocation. ONDM (2021)
Sam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory
Parameter Optimisation for Ultra-Wideband Optical Networks in the Presence of Stimulated Raman Scattering Effect. ONDM (2021)
Sam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory
A Pareto-Optimality Based Multi-Objective Optimisation Approach to Assist Optical Network (Re-)Design Choices. ECOC (2021)