D. P. P. Meddage

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Imesh Udara EkanayakeComputer Engineer / Phd Candidate at RMITGeverifieerd e-mailadres voor eng.pdn.ac.lk
Upaka RathnayakeProfessor, Atlantic Technological University, Sligo IrelandGeverifieerd e-mailadres voor atu.ie
C. S. LewangamageProfessor, Department of Civil Engineering, University of MoratuwaGeverifieerd e-mailadres voor uom.lk
A. U. WeerasuriyaHong Kong Metropolitan UniversityGeverifieerd e-mailadres voor hkmu.edu.hk
Mohammad Azamathulla HaziThe University of the West IndiesGeverifieerd e-mailadres voor sta.uwi.edu
Udara Sachinthana PereraLecturer, Faculty of Engineering, Sri Lanka Institute of Information Technology – SLIITGeverifieerd e-mailadres voor sliit.lk
Sandini PalithaSri Lanka Institute of Information Technology –SLIITGeverifieerd e-mailadres voor sliit.lk
Sajani GamageSri Lanka Institute of Information TechnologyGeverifieerd e-mailadres voor sliit.lk
H.R.PasinduProfessor, Department of Civil Engineering, University of MoratuwaGeverifieerd e-mailadres voor uom.lk
Kelum SandamalMunster Technological University (Cork Institute of Technology), IrelandGeverifieerd e-mailadres voor mycit.ie
P I Ayantha GomesProfessor, Department of Civil Engineering, Sri Lanka Institute of Information TechnologyGeverifieerd e-mailadres voor sliit.lk
Damith MohottiSenior Lecturer at UNSW Canberra, Honorary Associate Professor at UOWGeverifieerd e-mailadres voor unsw.edu.au
Kasun WijesooriyaThe University of New South Wales, CanberraGeverifieerd e-mailadres voor unsw.edu.au
Nitin MuttilSenior Lecturer of Water Resources, Victoria University, MelbourneGeverifieerd e-mailadres voor vu.edu.au
K.T. TseThe Hong Kong University of Science and TechnologyGeverifieerd e-mailadres voor ust.hk
Agampodi S.M. MendisGeneral Sir John Kotelawala Defense UniversityGeverifieerd e-mailadres voor kdu.ac.lk
Madhusha BogahawaththaUniversity of New South Wales, Canberra.Geverifieerd e-mailadres voor unsw.edu.au
Dr. R. GobirahavanSenior Lecturer, Department of Civil and Environmental Engineering, Faculty of EngineeringGeverifieerd e-mailadres voor cee.ruh.ac.lk
Sumudu HerathUniversity of MoratuwaGeverifieerd e-mailadres voor uom.lk
Rochana RanasingheGeverifieerd e-mailadres voor my.sliit.lk

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D. P. P. Meddage

Andere namenPasindu Meddage

University of New South Wales, Australia

Geverifieerd e-mailadres voor ad.unsw.edu.au - Homepage

Structural engineering Applied Machine learning Wind engineering Explainable AI


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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, 2022	123	2022
Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settings DPP Meddage, IU Ekanayake, AU Weerasuriya, CS Lewangamage, ... Journal of Wind Engineering and Industrial Aerodynamics 226, 105027, 2022	31	2022
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, MA Md Said, ... Buildings 12 (6), 734, 2022	25	2022
A simplified mathematical formulation for water quality index (WQI): A case study in the Kelani River Basin, Sri Lanka R Makubura, DPP Meddage, HM Azamathulla, M Pandey, U Rathnayake Fluids 7 (5), 147, 2022	19	2022
Predicting adhesion strength of micropatterned surfaces using gradient boosting models and explainable artificial intelligence visualizations IU Ekanayake, S Palitha, S Gamage, DPP Meddage, K Wijesooriya, ... Materials Today Communications 36, 106545, 2023	18	2023
Tree-based regression models for predicting external wind pressure of a building with an unconventional configuration DPP Meddage, IU Ekanayake, AU Weerasuriya, CS Lewangamage 2021 Moratuwa Engineering Research Conference (MERCon), 257-262, 2021	18	2021
Exploring the applicability of expanded polystyrene (EPS) based concrete panels as roof slab insulation in the tropics DPP Meddage, A Chadee, MTR Jayasinghe, U Rathnayake Case Studies in Construction Materials 17, e01361, 2022	17	2022
Predicting bulk average velocity with rigid vegetation in open channels using tree-based machine learning: a novel approach using explainable artificial intelligence DPP Meddage, IU Ekanayake, S Herath, R Gobirahavan, N Muttil, ... Sensors 22 (12), 4398, 2022	17	2022
Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface W Kulasooriya, RSS Ranasinghe, US Perera, P Thisovithan, ... Scientific Reports 13 (1), 13138, 2023	14	2023
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, 2023	13	2023
Evaluating expressway traffic crash severity by using logistic regression and explainable & supervised machine learning classifiers JPSS Madushani, RMK Sandamal, DPP Meddage, HR Pasindu, ... Transportation Engineering 13, 100190, 2023	13	2023
A novel approach to explain the black-box nature of machine learning in compressive strength predictions of concrete using Shapley additive explanations (SHAP), Case Stud … IU Ekanayake, DPP Meddage, U Rathnayake	8
Influence of crumb rubber and coconut coir on strength and durability characteristics of interlocking paving blocks S Gamage, S Palitha, DPP Meddage, S Mendis, HM Azamathulla, ... Buildings 12 (7), 1001, 2022	7	2022
Modeling streamflow in non-gauged watersheds with sparse data considering physiographic, dynamic climate, and anthropogenic factors using explainable soft computing techniques C Madhushani, K Dananjaya, IU Ekanayake, DPP Meddage, ... Journal of Hydrology, 130846, 2024	5	2024
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, 2024	4	2024
On the deviation of mean pressure coefficients in wind loading standards for a low-rise, gable-roofed building with boundary walls DPP Meddage, CS Lewangamage, AU Weerasuriya Structures 36, 50-64, 2022	4	2022
Predicting transient wind loads on tall buildings in three-dimensional spatial coordinates using machine learning DPP Meddage, D Mohotti, K Wijesooriya Journal of Building Engineering, 108725, 2024	3	2024
Performances of Holiday Climate Index (HCI) for Urban and Beach Destinations in Sri Lanka under Changing Climate JT Samarasinghe, CP Wickramarachchi, RK Makumbura, P Meddage, ... Climate 11 (3), 48, 2023	3	2023
A new frontier in streamflow modeling in ungauged basins with sparse data: A modified generative adversarial network with explainable AI U Perera, DTS Coralage, IU Ekanayake, J Alawatugoda, DPP Meddage Results in Engineering, 101920, 2024	2	2024
Use of EPS Based Light-Weight Concrete Panels as a Roof Insulation Material for NERD Slab System DPP Meddage, MTR Jayasinghe ICSBE 2020, pp 375-384, 2021	2	2021

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