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Upaka Rathnayake
Upaka Rathnayake
Other namesU.S. Rathnayake
Faculty Member at Atlantic Technological University, Sligo Ireland
Verified email at atu.ie - Homepage
Title
Cited by
Cited by
Year
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)
IU Ekanayake, DPP Meddage, U Rathnayake
Case Studies in Construction Materials 16 (e01059), 1-20, 2022
1062022
Artificial neural network to estimate the paddy yield prediction using climatic data
V Amaratunga, L Wickramasinghe, A Perera, J Jayasinghe, ...
Mathematical Problems in Engineering 2020 (July), 1-11, 2020
672020
Dynamic control of urban sewer systems to reduce combined sewer overflows and their adverse impacts
U Rathnayake, AHM Faisal Anwar
Journal of Hydrology, 2019
492019
Evolutionary multi-objective optimal control of combined sewer overflows
US Rathnayake, TT Tanyimboh
Water Resources Management 29, 2715-2731, 2015
482015
Forecasting Wind Power Generation using Artificial Neural Network: “Pawan Danawi” - A Case Study from Sri Lanka
AT Pereis, JMJW Jayasinghe, U Rathnayake
Journal of Electrical and Computer Engineering 2021 (Mar), 2021
432021
Impact of climate variability on hydropower generation: A case study from Sri Lanka
B Khaniya, HG Priyantha, N Baduge, HM Azamathulla, U Rathnayake
ISH Journal of Hydraulic Engineering, 2018
402018
Comparison of different Artificial Neural Network (ANN) training algorithms to predict atmospheric temperature in Tabuk, Saudi Arabia
A Perera, HM Azamathulla, U Rathnayake
MAUSAM : Quarterly Journal of Meteorology, Hydrology & Geophysics 71 (1), 2020
38*2020
Rainfall trend analysis in Uma Oya basin, Sri Lanka and future water scarcity problems in perspective of climate variability
B Khaniya, I Jayanayaka, P Jayasanka, U Rathnayake
Advances in Meteorology 2019, 2019
352019
Effect of pollution on diversity of marine gastropods and its role in trophic structure at Nasese Shore, Suva, Fiji Islands
DM Suratissa, U Rathnayake
Journal of Asia-Pacific Biodiversity 10 (2), 192-198, 2017
342017
Hydrological models and Artificial Neural Networks (ANNs) to simulate streamflow in a tropical catchment of Sri Lanka
MB Gunathilake, C Karunanayake, AS Gunathilake, T Samarasinghe, ...
Applied Computational Intelligence and Soft Computing 2021 (May), 1-9, 2021
312021
Statistical evaluation and hydrologic simulation capacity of different satellite-based precipitation products (SbPPs) in the Upper Nan River Basin, Northern Thailand
MB Gunathilake, V Amaratunga, A Perera, C Karunanayake, ...
Journal of Hydrology: Regional Studies 32 (Dec), 1-16, 2020
312020
Comparison of statistical methods to graphical methods in rainfall trend analysis – case studies from tropical catchments
U Rathnayake
Advances in Meteorology, 1-10, 2019
302019
Evaluation of future climate and potential impact on streamflow in the Upper Nan River basin of Northern Thailand
MB Gunathilake, V Amaratunga, A Perera, U Rathnayake
Advances in Meteorology 2020 (Oct), 2020
292020
Column Study for Adsorption of Copper and Cadmium using Activated Carbon derived from Sewage Sludge
N Al-mahbashi, SRM Kutty, AH Jagaba, A Al-Nini, M Ali, AAH Saeed, ...
Advances in Civil Engineering 2022 (Mar), 1-11, 2022
282022
Projection of future hydropower generation in Samanalawewa power plant, Sri Lanka
B Khaniya, C Karunanayake, MB Gunathilake, U Rathnayake
Mathematical Problems in Engineering 2020 (Oct), 1-11, 2020
282020
Inflow forecast of Iranamadu reservoir, Sri Lanka under projected climate scenarios using artificial neural networks
C Karunanayake, MB Gunathilake, U Rathnayake
Applied Computational Intelligence and Soft Computing 2020 (Nov), 2020
272020
Recent Climatic Trends In Trinidad And Tobago, West Indies
A Perera, S Mudannyake, H Azamathulla, U Rathnayake
Asia-Pacific Journal of Science and Technology (APST) 25 (1), 2020
272020
Gene expression programming and artificial neural network to estimate atmospheric temperature in Tabuk, Saudi Arabia
HM Azamathulla, U Rathnayake, A Shatnawi
Applied Water Science 8 (6), 1-7, 2018
272018
Diversity and distribution of fauna of the Nasese Shore, Suva, Fiji Islands with reference to existing threats to the biota
DM Suratissa, US Rathnayake
Journal of Asia-Pacific Biodiversity 9 (1), 11-16, 2016
272016
Regression-based prediction of power generation at samanalawewa hydropower plant in Sri Lanka using machine learning
P Ekanayake, L Wickramasinghe, JMJW Jayasinghe, U Rathnayake
Mathematical Problems in Engineering 2021, 1-12, 2021
252021
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