Udara Sachinthana Perera

Publications

162

Citations

H-Index

2022

Active since

Affiliations

Sri Lanka Institute of Information Technology(Current)

University of Moratuwa

University of Peradeniya

Udara Sachinthana Perera is an author at Sri Lanka Institute of Information Technology specializing in machine learning, data science, and engineering.

ORCID

Top concepts

EngineeringData ScienceMachine LearningCivil EngineeringPredictive AnalyticsManagementForecastingDeep LearningExplainable AiBuilding Design

Publications per year

2022–2024

Publications

Modeling strength characteristics of basalt fiber reinforced concrete using multiple explainable machine learning with a graphical user interface

W.K.V.J.B. Kulasooriya, R.S.S. Ranasinghe, Udara Sachinthana Perera et al. · Scientific Reports · 2023 · 55 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

Interpretation of Machine-Learning-Based (Black-box) Wind Pressure Predictions for Low-Rise Gable-Roofed Buildings Using Shapley Additive Explanations (SHAP)

I.U. Ekanayake, Udara Sachinthana Perera, Hazi Mohammad Azamathulla et al. · Buildings · 2022 · 51 citations · Full text

Built Environment, Building Performance, Engineering +15

Eco-friendly mix design of slag-ash-based geopolymer concrete using explainable deep learning

R.S.S. Ranasinghe, W.K.V.J.B. Kulasooriya, Udara Sachinthana Perera et al. · Results in Engineering · 2024 · 43 citations · Full text

Selecting suitable passive design strategies for residential high-rise buildings in tropical climates to minimize building energy demand

Udara Sachinthana Perera, A.U. Weerasuriya · Building and Environment · 2024 · 13 citations

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