| 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 | 123 | 2022 |
| 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 | 69 | 2020 |
| 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 | 49 | 2021 |
| Dynamic control of urban sewer systems to reduce combined sewer overflows and their adverse impacts U Rathnayake, AHM Faisal Anwar Journal of Hydrology, 2019 | 49 | 2019 |
| Evolutionary multi-objective optimal control of combined sewer overflows US Rathnayake, TT Tanyimboh Water Resources Management 29, 2715-2731, 2015 | 48 | 2015 |
| 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 | 40* | 2020 |
| 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 | 40 | 2018 |
| 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 | 35 | 2019 |
| 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 | 35 | 2017 |
| 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 | 34 | 2021 |
| 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 | 33 | 2020 |
| 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 | 33 | 2020 |
| 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 | 31 | 2020 |
| Comparison of statistical methods to graphical methods in rainfall trend analysis – case studies from tropical catchments U Rathnayake Advances in Meteorology, 1-10, 2019 | 31 | 2019 |
| 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 | 30 | 2022 |
| 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 | 30 | 2021 |
| 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 | 29 | 2020 |
| 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 | 29 | 2018 |
| 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 | 28 | 2020 |
| Impact of climate variability on hydropower generation in an un-gauged catchment: Erathna run-of-the-river hydropower plant, Sri Lanka A Perera, U Rathnayake Applied Water Science 9 (3), 57, 2019 | 28 | 2019 |
Miyuru Bandara GunathilakePhD studentVerified email at nibio.no
