Sundaravelpandian Singaravel

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 4

Top Topics

Prediction Model

Machine Learning

Prediction Algorithm

Top Venues

Adv. Eng. Informatics

Publications

Manav Mahan Singh, Sundaravelpandian Singaravel, Ralf Klein, Philipp Geyer
Quick energy prediction and comparison of options at the early design stage. Adv. Eng. Informatics 46 (2020)
Sundaravelpandian Singaravel, Johan A. K. Suykens, Philipp Geyer
Deep convolutional learning for general early design stage prediction models. Adv. Eng. Informatics 42 (2019)
Philipp Geyer, Manav Mahan Singh, Sundaravelpandian Singaravel
Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design. EG-ICE (2018)
Sundaravelpandian Singaravel, Johan A. K. Suykens, Philipp Geyer
Deep-learning neural-network architectures and methods: Using component-based models in building-design energy prediction. Adv. Eng. Informatics 38 (2018)