Sundaravelpandian Singaravel - researchr alias

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Viewing Publication 1 - 4 from 4

2020

Quick energy prediction and comparison of options at the early design stageManav Mahan Singh, Sundaravelpandian Singaravel, Ralf Klein, Philipp Geyer. aei, 46:101185, 2020. [doi]

2019

Deep convolutional learning for general early design stage prediction modelsSundaravelpandian Singaravel, Johan A. K. Suykens, Philipp Geyer. aei, 42, 2019. [doi]

2018

Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building DesignPhilipp Geyer, Manav Mahan Singh, Sundaravelpandian Singaravel. egice 2018: 516-534 [doi]

Deep-learning neural-network architectures and methods: Using component-based models in building-design energy predictionSundaravelpandian Singaravel, Johan Suykens, Philipp Geyer. aei, 38:81-90, 2018. [doi]

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