| 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 | 555 | 2022 |
| A comprehensive review on smart and sustainable agriculture using IoT technologies V Kumar, KV Sharma, N Kedam, A Patel, TR Kate, U Rathnayake Smart Agricultural Technology 8, 1-22, 2024 | 249 | 2024 |
| 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 | 172 | 2024 |
| Advancing Water Quality Assessment and Prediction Using Machine Learning Models, Coupled with Explainable Artificial Intelligence (XAI) Techniques Like Shapley Additive … RK Makumbura, L Mampitiya, N Rathnayake, DPP Meddage, S Henna, ... Results in Engineering 23 (102831), 1-14, 2024 | 135 | 2024 |
| 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 | 112 | 2020 |
| 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 | 105 | 2024 |
| 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 | 88 | 2023 |
| Application of the Weighted Arithmetic Water Quality Index in Assessing the Groundwater Quality: A Case Study of South Gujarat Region DD Patel, HM Mehta, D.J. Azamathulla, MM Shaikh, S Jha, U Rathnayake Water 15 (19-3512), 1-10, 2023 | 73 | 2023 |
| 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 | 72 | 2021 |
| Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka L Mampitiya, N Rathnayake, LP Leon, V Mandala, HM Azamathulla, ... Environments 10 (8-141), 1-20, 2023 | 71 | 2023 |
| 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 | 70 | 2023 |
| 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 | 65 | 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 | 64 | 2019 |
| 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 | 61 | 2022 |
| 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 | 61 | 2020 |
| 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 | 60 | 2022 |
| 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 | 60 | 2021 |
| Evolutionary multi-objective optimal control of combined sewer overflows US Rathnayake, TT Tanyimboh Water Resources Management 29 (8), 2715-2731, 2015 | 60 | 2015 |
| Comparative analysis of CMIP5 and CMIP6 in conjunction with the hydrological processes of reservoir catchment, Chhattisgarh, India S Verma, K Kumar, MK Verma, AD Prasad, D Mehta, U Rathnayake Journal of Hydrology: Regional Studies 50 (101533), 1-42, 2023 | 57 | 2023 |
| Simulating the hydrological processes under multiple land use/land cover and climate change scenarios in the Mahanadi Reservoir Complex, Chhattisgarh, India S Verma, MK Verma, AD Prasad, D Mehta, HM Azamathulla, N Muttil, ... Water 15 (17-3068), 1-23, 2023 | 55 | 2023 |
D. P. P. MeddageUniversity of New South Wales, AustraliaVerified email at unsw.edu.au
