Browsing by Author Rathnayake, U

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Issue DateTitleAuthor(s)
2022-04A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP)Ekanayake, I.U; Meddage, D. P. P; Rathnayake, U
2024-03A novel deep learning model to predict the soil nutrient levels (N, P, and K) in cabbage cultivationSajindra, H; Abekoon, T; Jayakody, J.A.D.C.A.; Rathnayake, U
2023-06-15Pavement Roughness Prediction Using Explainable and Supervised Machine Learning Technique for Long-Term PerformanceSandamal, K; Shashiprabha, S; Muttil, N; Rathnayake, U
2022-10-03Planform Changes in the Lower Mahaweli River, Sri Lanka Using Landsat Satellite DataBasnayaka, V; Samarasinghe, J. T; Gunathilake, M. B; Muttil, N; Rathnayake, U
2022-06-10Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial IntelligenceMeddage, D. P. P; Ekanayake, I. U; Herath, S; Gobirahavan, R; Muttil, N; Rathnayake, U
2023-01Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri LankaRathnayake, N; Rathnayake, U; Chathuranika, I; Dang, T. L; Hoshino, Y
2023-04-10Reducing Cost Overrun in Public Housing Projects: A Simplified Reference Class Forecast for Small Island Developing StatesChadee, A; Martin, H; Gallage, S; Rathnayake, U
2023-04-22Risk Evaluation of Cost Overruns (COs) in Public Sector Construction Projects: A Fuzzy Synthetic EvaluationChadee, A.A; Martin, H.H; Gallage, S; Banerjee, K.S; Roopan, R; Rathnayake, U; Ray, I
2023-04-02Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri LankaHerath, M; Jayathilaka, T; Azamathulla, H.M; Mandala, V; Rathnayake, N; Rathnayake, U
2022-04-23A Simplified Mathematical Formulation for Water Quality Index (WQI): A Case Study in the Kelani River Basin, Sri LankaMeddage, D. P. P; Azamathulla, H; Pandey, M; Rathnayake, U; Makumbura, R. K
2022-09-28Spatio-Temporal Rainfall Variability and Concentration over Sri LankaPawar, U; Karunathilaka, P; Rathnayake, U
2022-09-28Spatio-Temporal Rainfall Variability and Concentration over Sri LankaPawar, U; Karunathilaka, P; Rathnayake, U
2022-02-07Spatiotemporal rainfall variability and trend analysis over Mahaweli Basin, Sri LankaRathnayake, U; Pawar, U
2023-02-02State-of-the-Art Graphene Synthesis Methods and Environmental ConcernsEdward, K; Mamun, K; Narayan, S; Assaf, M; Rohindra, D; Rathnayake, U
2022-01Statistical and Graphical Comparison of Relative Humidity in the Wet Zone of Sri LankaTharinda, W. M. A; Ruwangika, N. R. A. M; Jayasingha, K. P; Aponsu, G. L. M. P; Rathnayake, U
2022-08-31Statistical Evaluation and Trend Analysis of ANN Based Satellite Products (PERSIANN) for the Kelani River Basin, Sri LankaPerera, H; Gunathilake, M. B; Panditharathne, R; Al-mahbashi, N; Rathnayake, U
2023-01Trends and Variabilities in Rainfall and Streamflow: A Case Study of the Nilwala River Basin in Sri LankaPanditharathne, R; Gunathilake, M. B; Chathuranika, I.M; Rathnayake, U; Babel, M. S; Jha, M. K
2022-10-10Variation of Leaf Area Index (LAI) under Changing Climate: Kadolkele Mangrove Forest, Sri LankaMakumbura, R.K; Rathnayake, U
2023-10-02Vertically constructed wetlands for greywater reuse: Performance analysis of plantsSiriwardhana, K.D; Miguntanna, N; Jayaneththi, D. I.; Kantamaneni, K; Rathnayake, U
2022-11-25Water Footprint Assessment for Irrigated Paddy Cultivation in Walawe Irrigation Scheme, Sri LankaJanani, H. K; Abeysiriwardana, H. D; Rathnayake, U; Sarukkalige, R