Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface
Kulasooriya, W. K. V. J. B., Ranasinghe, R. S. S., Perera, Udara Sachinthana, Thisovithan, P., Ekanayake, I. U., Meddage, D. P. P.
Published in Scientific reports (12.08.2023)
Published in Scientific reports (12.08.2023)
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Journal Article
Interpretation of Machine-Learning-Based (Black-box) Wind Pressure Predictions for Low-Rise Gable-Roofed Buildings Using Shapley Additive Explanations (SHAP)
Meddage, Pasindu, Ekanayake, Imesh, Perera, Udara Sachinthana, Azamathulla, Hazi Md, Md Said, Md Azlin, Rathnayake, Upaka
Published in Buildings (Basel) (01.06.2022)
Published in Buildings (Basel) (01.06.2022)
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Journal Article
Eco-friendly mix design of slag-ash-based geopolymer concrete using explainable deep learning
Ranasinghe, R.S.S., Kulasooriya, W.K.V.J.B., Perera, Udara Sachinthana, Ekanayake, I.U., Meddage, D.P.P., Mohotti, Damith, Rathanayake, Upaka
Published in Results in engineering (01.09.2024)
Published in Results in engineering (01.09.2024)
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Journal Article
Selecting suitable passive design strategies for residential high-rise buildings in tropical climates to minimize building energy demand
Perera, Udara Sachinthana, Weerasuriya, A.U., Zhang, Xuelin, Ruparathna, R., Tharaka, M.G.I., Lewangamage, C.S.
Published in Building and environment (01.01.2025)
Published in Building and environment (01.01.2025)
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Journal Article
A review of construction management challenges and BIM-based solutions: perspectives from the schedule, cost, quality, and safety management
Parsamehr, Mohammadsaeid, Perera, Udara Sachinthana, Dodanwala, Tharindu C., Perera, Piyaruwan, Ruparathna, Rajeev
Published in Asian journal of civil engineering. Building and housing (01.01.2023)
Published in Asian journal of civil engineering. Building and housing (01.01.2023)
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Journal Article
Suitable Passive Design Strategies for Residential High-rise Buildings in Sri Lanka
Perera, Udara Sachinthana, Tharaka, M. G. I., Weerasuriya, A. U., Lewangamage, C. S., Ruparathna, R., Mallawaarachchi, R.
Published in 2023 Moratuwa Engineering Research Conference (MERCon) (09.11.2023)
Published in 2023 Moratuwa Engineering Research Conference (MERCon) (09.11.2023)
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