Modular coordination and BIM: Development of rule based smart building components MM Singh, A Sawhney, A Borrmann Procedia Engineering 123, 519-527, 2015 | 57 | 2015 |
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 | 49 | 2019 |
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 | 48 | 2020 |
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 | 39 | 2020 |
Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance MM Singh, P Geyer Advanced Engineering Informatics 43, 101026, 2020 | 37 | 2020 |
Utilising building component data from BIM for formwork planning MM Singh, A Sawhney, V Sharma Construction Economics and Building 17 (4), 20-36, 2017 | 35 | 2017 |
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 | 34 | 2020 |
Early-stage design support combining machine learning and building information modelling MM Singh, C Deb, P Geyer Automation In Construction 136, 104147, 2022 | 26 | 2022 |
Machine learning for early stage building energy prediction: Increment and enrichment MM Singh, S Singaravel, P Geyer Applied Energy 304, 117787, 2021 | 21 | 2021 |
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 | 18 | 2018 |
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 | 16 | 2015 |
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 | 15 | 2022 |
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 | 14 | 2019 |
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 | 12 | 2021 |
Improving Prediction Accuracy of Machine Learning Energy Prediction Models MM Singh, S Singaravel, P Geyer Proceedings of the 36th CIB W 78, 2019, 2019 | 10 | 2019 |
Worldwide BIM Overview A Sawhney, MM Singh, R Ahuja Integrated Building Information Modelling, 1-45, 2017 | 10 | 2017 |
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 | 7 | 2016 |
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 | 5 | 2021 |
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 | 5 | 2020 |
CNN-based Quick Energy Prediction Model using Image Analysis for Shape Information MM Singh, P Geyer Building Simulations 2021, 2021 | 4 | 2021 |