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A machine learning and deep learning based approach to predict the thermal performance of phase change material integrated building envelope

Dnyandip K. Bhamare, Pranaynil Saikia, Manish K. Rathod, Dibakar Rakshit, Jyotirmay Banerjee

2021Building and Environment94 citationsDOI

Topics & Concepts

Gradient boostingMachine learningArtificial intelligenceBoosting (machine learning)Artificial neural networkRandom forestRegressionRegression analysisComputer sciencePredictive modellingDeep learningMathematicsStatisticsPhase Change Materials ResearchBuilding Energy and Comfort OptimizationSolar Thermal and Photovoltaic Systems
A machine learning and deep learning based approach to predict the thermal performance of phase change material integrated building envelope | Litcius