Sam Nallaperuma

According to our database, Sam Nallaperuma authored at least 7 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep learning and ensemble deep learning for circRNA-RBP interaction prediction in the last decade: A review.

Dilan Lasantha, Sugandima Vidanagamachchi, Sam Nallaperuma

Eng. Appl. Artif. Intell., 2023

2022

Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks.

Josh W. Nevin, Sam Nallaperuma, Nikita A. Shevchenko, Zacharaya Shabka, Georgios Zervas, Seb J. Savory

JOCN, 2022

Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks.

Sam Nallaperuma, Zelin Gan, Josh W. Nevin, Mykyta S. Klymenko, Seb J. Savory

JOCN, 2022

Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks.

Josh W. Nevin, Sam Nallaperuma, Seb J. Savory

CoRR, 2022

2021

Ultra-Wideband Information Throughput Attained via Launch Power Allocation.

Nikita A. Shevchenko, Sam Nallaperuma, Seb J. Savory

Proceedings of the International Conference on Optical Network Design and Modeling, 2021

Parameter Optimisation for Ultra-Wideband Optical Networks in the Presence of Stimulated Raman Scattering Effect.

Sam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory

Proceedings of the International Conference on Optical Network Design and Modeling, 2021

A Pareto-Optimality Based Multi-Objective Optimisation Approach to Assist Optical Network (Re-)Design Choices.

Sam Nallaperuma, Nikita A. Shevchenko, Seb J. Savory

Proceedings of the European Conference on Optical Communication, 2021