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Manav Mahan Singh
Manav Mahan Singh
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Title
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Cited by
Year
Modular coordination and BIM: Development of rule based smart building components
MM Singh, A Sawhney, A Borrmann
Procedia Engineering 123, 519-527, 2015
572015
Integrating rules of modular coordination to improve model authoring in BIM
MM Singh, A Sawhney, A Borrmann
International Journal of Construction Management 19 (1), 15-31, 2019
492019
Uncertainty analysis of life cycle energy assessment in early stages of design
H Harter, MM Singh, P Schneider-Marin, W Lang, P Geyer
Energy and Buildings 208, 109635, 2020
472020
Quick energy prediction and comparison of options at the early design stage
MM Singh, S Singaravel, R Klein, P Geyer
Advanced Engineering Informatics 46, 101185, 2020
392020
Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance
MM Singh, P Geyer
Advanced Engineering Informatics 43, 101026, 2020
372020
Utilising building component data from BIM for formwork planning
MM Singh, A Sawhney, V Sharma
Construction Economics and Building 17 (4), 20-36, 2017
352017
Consistent management and evaluation of building models in the early design stages
J Abualdenien, P Schneider-Marin, A Zahedi, H Harter, H Exner, ...
Journal of Information Technology in Construction 25, 212-232, 2020
342020
Early-stage design support combining machine learning and building information modelling
MM Singh, C Deb, P Geyer
Automation In Construction 136, 104147, 2022
262022
Machine learning for early stage building energy prediction: Increment and enrichment
MM Singh, S Singaravel, P Geyer
Applied Energy 304, 117787, 2021
212021
Component-based machine learning for energy performance prediction by MultiLOD models in the early phases of building design
P Geyer, MM Singh, S Singaravel
Advanced Computing Strategies for Engineering: 25th EG-ICE International …, 2018
182018
Anterior Segment Nd: YAG Laser Procedures: to Study intraocular pressure spikes and their prevention
MD Singh, N Sharma, S Jain
Delhi Journal of Ophthalmology 26 (2), 93-96, 2015
162015
Introducing causal inference in the energy-efficient building design process
X Chen, J Abualdenien, MM Singh, A Borrmann, P Geyer
Energy and Buildings 277, 112583, 2022
152022
Statistical decision assistance for determining energy-efficient options in building design under uncertainty
MM Singh, P Geyer
26th International Workshop on Intelligent Computing in Engineering 2394 (2 …, 2019
142019
Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning
P Geyer, MM Singh, X Chen
arXiv preprint arXiv:2108.13836, 2021
122021
Improving Prediction Accuracy of Machine Learning Energy Prediction Models
MM Singh, S Singaravel, P Geyer
Proceedings of the 36th CIB W 78, 2019, 2019
102019
Worldwide BIM Overview
A Sawhney, MM Singh, R Ahuja
Integrated Building Information Modelling, 1-45, 2017
102017
Exploring Potentials of Using BIM Data for Formwork Design through API Development
MM Singh, A Sawhney, V Sharma, SP Kumari
Proceedings of ID@50 Integrated Design Conference, 2016
72016
Component-based machine learning for predicting representative time-series of energy performance in building design
X Chen, MM Singh, P Geyer
Proceedings of the 28th International Workshop on Intelligent Computing in …, 2021
52021
Examining and improving accuracy in a deep learning-based pipeline for the prediction of building energy demand
MM Singh, P Geyer
EG-ICE 2020 Workshop on Intelligent Computing in Engineering, 62-72, 2020
52020
CNN-based Quick Energy Prediction Model using Image Analysis for Shape Information
MM Singh, P Geyer
Building Simulations 2021, 2021
42021
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