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Manav Mahan Singh

Observed names: MANAV MAHAN SINGH, Manav Mahan Singh, Manav Singh, SINGH, MANAV MAHAN, Singh, Manav Mahan, Singh, Manav Mahan;
Observed institutions: Amity University, Government of India, CMR University, ABES Engineering College, University of Duisburg-Essen, Technical University of Munich, KU Leuven
ORCID: 0000-0001-7921-9475
Observed ORCID: 0000-0001-7921-9475
OpenAlex ID: A5041286117
Early-stage design support combining machine learning and building information modelling
2022 · Manav Mahan Singh, Chirag Deb, et al. · Automation in Construction · 64
Uncertainty Analysis of Life Cycle Energy Assessment in Early Stages of Design
2019 · Hannes Harter, Manav Mahan Singh, et al. · Energy and Buildings · 60
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Quick energy prediction and comparison of options at the early design stage
2020 · Manav Mahan Singh, Sundaravelpandian Singaravel, et al. · Advanced Engineering Informatics · 59
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Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design
2024 · Philipp Geyer, Manav Mahan Singh, et al. · Advanced Engineering Informatics · 58
Modular Coordination and BIM: Development of Rule Based Smart Building Components
2015 · Manav Mahan Singh, Anil Sawhney, et al. · Procedia Engineering · 52
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Introducing causal inference in the energy-efficient building design process
2022 · Xia Chen, Jimmy Abualdenien, et al. · Energy and Buildings · 49
Consistent management and evaluation of building models in the early design stages
2020 · Jimmy Abualdenien, Patricia Schneider-Marin, et al. · Journal of Information Technology in Construction · 39
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Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance
2019 · Manav Mahan Singh, Philipp Geyer · Advanced Engineering Informatics · 38
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Machine learning for early stage building energy prediction: Increment and enrichment
2021 · Manav Mahan Singh, Sundaravelpandian Singaravel, et al. · Applied Energy · 36
Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets
2024 · Xia Chen, Manav Mahan Singh, et al. · Knowledge-Based Systems · 35
Integrating rules of modular coordination to improve model authoring in BIM
2017 · Manav Mahan Singh, Anil Sawhney, et al. · International Journal of Construction Management · 35
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Utilising Building Component Data from BIM for Formwork Planning
2017 · Manav Mahan Singh, Anil Sawhney, et al. · Construction Economics and Building · 30
Role of Artificial Intelligence in Minimizing Carbon Footprint: A Systematic Review of Recent Insights
2024 · Arvind Arya, Archana Bachheti, et al. · Green energy and technology · 29
Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design
2018 · Philipp Geyer, Manav Mahan Singh, et al. · Lecture notes in computer science · 19
Convolutional neural network to learn building-shape representations for early-stage energy design
2023 · Manav Mahan Singh, Ian F.C. Smith · Energy and AI · 18
CNN-based quick energy prediction model using image analysis for shape information
2021 · Manav Mahan Singh, Philipp Geyer · Building Simulation Conference proceedings · 8
Statistical Decision Assistance for Determining Energy-Efficient Options In Building Design Under Uncertainty.
2018 · Manav Mahan Singh, Philipp Geyer · Lirias · 7
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Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets
2023 · Chen, Xia, Singh, Manav Mahan, et al. · arXiv (Cornell University) · 6
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BIM Studio - An Immersive Curricular Tool for Construction Project Management Education
2015 · V. Paul C. Charlesraj, Anil Sawhney, et al. · International Symposium on Automation and Robotics in Construction (ISARC) · 6
Enrichment of building energy models using error domain constrained generative machine learning
2025 · Manav Mahan Singh, Klara Santer, et al. · Advanced Engineering Informatics · 5
Automated Real-Time Garbage Monitoring Using Sensors and IoT
2023 · Preethi A, Mahesh N, et al. · International Conference on Inventive Research in Computing Applications (ICIRCA) · 5
Extrapolation with machine learning based early-stage energy prediction models
2023 · Manav Mahan Singh, Ian F. C. Smith · Computing in construction · 3
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Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Performance Prediction with Small, Inconsistent Datasets
2023 · Xia Chen, Manav Mahan Singh, et al. · SSRN Electronic Journal · 3
Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Performance Prediction with Small, Inconsistent Datasets
2024 · Xia Chen, Manav Mahan Singh, et al. · SSRN Electronic Journal · 1
An Overview of Current Market Conditions of Electric Vehicles
2022 · Manav Singh, Sandeep Grover · CRC Press eBooks · 1
Works count: 43
Citation count: 675
H-index: 15
I10-index: 15
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