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Upaka Rathnayake
Upaka Rathnayake
Other namesU.S. Rathnayake
Professor, 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
2012022
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
772020
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
522021
Dynamic control of urban sewer systems to reduce combined sewer overflows and their adverse impacts
U Rathnayake, AHM Faisal Anwar
Journal of Hydrology, 2019
522019
Evolutionary multi-objective optimal control of combined sewer overflows
US Rathnayake, TT Tanyimboh
Water Resources Management 29, 2715-2731, 2015
512015
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
482021
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
452018
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
43*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
412019
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
372020
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
372020
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
372017
Sustainable Sewage Sludge Biosorbent Activated Carbon for Remediation of Heavy Metals: Optimization by Response Surface Methodology
UR Najib Mohammed Yahya Al-mahbashi, SRM Kutty, AH Jagaba, Ahmed Al-nini ...
Case Studies in Chemical and Environmental Engineering 8 (100437), 1-11, 2023
36*2023
Implementation of water–saving agro technologies and irrigation methods in agriculture of Uzbekistan on a large scale as an urgent Issue
I Chathuranika, B Khaniya, K Neupane, KM Rustamjonovich, ...
Sustainable Water Resources Management, 2022
352022
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
352020
Comparison of statistical methods to graphical methods in rainfall trend analysis – case studies from tropical catchments
U Rathnayake
Advances in Meteorology, 1-10, 2019
352019
Interpretation of Machine-Learning-Based (Black-box) Wind Pressure Predictions for Low-Rise Gable-Roofed Buildings Using Shapley Additive Explanations (SHAP)
P Meddage, I Ekanayake, US Perera, HM Azamathulla, MAM Said, ...
Buildings 12 (6-734), 1-29, 2022
342022
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
342022
Sustainable urban drainage systems (SUDS)–what it is and where do we stand today?
U Rathnayke, U Srishantha
Engineering and Applied Science Research 44 (4), 235-241, 2017
342017
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), 4913824, 2021
332021
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