M. Singh

发表

Applying Deep Learning and Databases for Energy- efficient Architectural Design

K. Leuven, Philipp Geyer, P. Schneider-Marin, 2020 .

Rule based building components for modular coordination

M. Singh, Anil Sawhneya, André Borrmannb, 2015 .

Introducing causal inference in the energy-efficient building design process

A. Borrmann, M. Singh, J. Abualdenien, 2022, Energy and Buildings.

Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning

M. Singh, Xia Chen, P. Geyer, 2021, ArXiv.

Consistent management and evaluation of building models in the early design stages

Philipp Geyer, Werner Lang, Frank Petzold, 2020, J. Inf. Technol. Constr..

Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance

Philipp Geyer, Manav Mahan Singh, M. Singh, 2020, Adv. Eng. Informatics.

Quick energy prediction and comparison of options at the early design stage

Manav Mahan Singh, Ralf Klein, Sundaravelpandian Singaravel, 2020, Adv. Eng. Informatics.

Uncertainty Analysis of Life Cycle Energy Assessment in Early Stages of Design

Philipp Geyer, Werner Lang, Hannes Harter, 2020 .

Early-stage design support combining machine learning and building information modelling

C. Deb, M. Singh, P. Geyer, 2022, Automation in Construction.

Machine learning for early stage building energy prediction: Increment and enrichment

Philipp Geyer, Sundaravelpandian Singaravel, Manav Mahan Singh, 2021, Applied Energy.

Integrated Building Information Modelling

Jun Wang, Cheng Zhang, Peng Wu, 2017 .

Modular Coordination and BIM: Development of Rule Based Smart Building Components

Anil Sawhney, André Borrmann, Manav Mahan Singh, 2015 .

Statistical Decision Assistance for Determining Energy-Efficient Options In Building Design Under Uncertainty

Philipp Geyer, Manav Mahan Singh, M. Singh, 2018, EG-ICE.