Prati
Upaka Rathnayake (Top 2% researcher)
Upaka Rathnayake (Top 2% researcher)
Ostala imenaU.S. Rathnayake
Professor, Atlantic Technological University, Sligo Ireland
Potvrđena adresa e-pošte na atu.ie - Početna stranica
Naslov
Citirano
Citirano
Godina
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
2592022
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
852020
Dynamic control of urban sewer systems to reduce combined sewer overflows and their adverse impacts
U Rathnayake, AHM Faisal Anwar
Journal of Hydrology, 2019
602019
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
572021
Evolutionary multi-objective optimal control of combined sewer overflows
US Rathnayake, TT Tanyimboh
Water Resources Management 29, 2715-2731, 2015
542015
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
512021
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
492018
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
472020
A novel machine learning approach for diagnosing diabetes with a self-explainable interface
G Dharmarathne, TN Jayasinghe, M Bogahawaththa, DPP Meddage, ...
Healthcare Analytics 5 (100301), 1-13, 2024
462024
A novel explainable AI-based approach to estimate the natural period of vibration of masonry infill reinforced concrete frame structures using different machine learning techniques
P Thisovithan, H Aththanayake, DPP Meddage, IU Ekanayake, ...
Results in Engineering 19 (101388), 1-21, 2023
452023
Sustainable Sewage Sludge Biosorbent Activated Carbon for Remediation of Heavy Metals: Optimization by Response Surface Methodology
NMY Al-mahbashi, SRM Kutty, AH Jagaba, A Al-nini, AT Sholagberu, ...
Case Studies in Chemical and Environmental Engineering 8 (100437), 1-11, 2023
452023
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
452021
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
452020
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
452019
Adapting Cities to the Surge: A Comprehensive Review of Climate-Induced Urban Flooding
G Dharmarathne, AO Waduge, M Bogahawaththa, U Rathnayake, ...
Results in Engineering 22 (102123), 1-15, 2024
432024
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
402022
A Simplified mathematical formulation for Water Quality Index (WQI): a case study in the Kelani River basin, Sri Lanka
RK Makubura, DPP Meddage, H Azamathulla, M Pandey, U Rathnayake
Fluids 7 (147), 1-12, 2022
402022
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
402020
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
392020
Comparison of statistical methods to graphical methods in rainfall trend analysis – case studies from tropical catchments
U Rathnayake
Advances in Meteorology, 1-10, 2019
392019
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