Manav Mahan Singh

507 total citations
21 papers, 347 citations indexed

About

Manav Mahan Singh is a scholar working on Building and Construction, Civil and Structural Engineering and Management Science and Operations Research. According to data from OpenAlex, Manav Mahan Singh has authored 21 papers receiving a total of 347 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Building and Construction, 3 papers in Civil and Structural Engineering and 3 papers in Management Science and Operations Research. Recurrent topics in Manav Mahan Singh's work include BIM and Construction Integration (12 papers), Building Energy and Comfort Optimization (11 papers) and Sustainable Building Design and Assessment (4 papers). Manav Mahan Singh is often cited by papers focused on BIM and Construction Integration (12 papers), Building Energy and Comfort Optimization (11 papers) and Sustainable Building Design and Assessment (4 papers). Manav Mahan Singh collaborates with scholars based in Germany, Belgium and India. Manav Mahan Singh's co-authors include Philipp Geyer, Anil Sawhney, André Borrmann, Sundaravelpandian Singaravel, Chirag Deb, Ralf Klein, Werner Lang, Xia Chen, Jimmy Abualdenien and Ian F. C. Smith and has published in prestigious journals such as Applied Energy, Energy and Buildings and Automation in Construction.

In The Last Decade

Manav Mahan Singh

20 papers receiving 329 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Manav Mahan Singh Germany 11 276 72 57 56 51 21 347
Daniela Pasini Italy 9 208 0.8× 24 0.3× 73 1.3× 43 0.8× 45 0.9× 17 275
Annette L. Stumpf United States 7 259 0.9× 23 0.3× 65 1.1× 56 1.0× 58 1.1× 23 318
Dian Zhuang China 6 216 0.8× 81 1.1× 20 0.4× 15 0.3× 22 0.4× 9 299
WoonSeong Jeong South Korea 10 396 1.4× 36 0.5× 150 2.6× 107 1.9× 104 2.0× 23 454
Benjamin Welle United States 5 247 0.9× 33 0.5× 51 0.9× 30 0.5× 32 0.6× 8 297
Torben Østergård Denmark 7 422 1.5× 224 3.1× 12 0.2× 29 0.5× 32 0.6× 10 531
Steffen Maagaard Denmark 6 397 1.4× 212 2.9× 11 0.2× 29 0.5× 32 0.6× 7 504
Valentina Villa Italy 9 209 0.8× 18 0.3× 65 1.1× 31 0.6× 56 1.1× 32 306
Panrawee Rungskunroch United Kingdom 9 135 0.5× 23 0.3× 23 0.4× 14 0.3× 48 0.9× 17 337
Sung Joon Suk United States 7 215 0.8× 64 0.9× 20 0.4× 129 2.3× 60 1.2× 12 369

Countries citing papers authored by Manav Mahan Singh

Since Specialization
Citations

This map shows the geographic impact of Manav Mahan Singh's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Manav Mahan Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Manav Mahan Singh more than expected).

Fields of papers citing papers by Manav Mahan Singh

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Manav Mahan Singh. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Manav Mahan Singh. The network helps show where Manav Mahan Singh may publish in the future.

Co-authorship network of co-authors of Manav Mahan Singh

This figure shows the co-authorship network connecting the top 25 collaborators of Manav Mahan Singh. A scholar is included among the top collaborators of Manav Mahan Singh based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Manav Mahan Singh. Manav Mahan Singh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Singh, Manav Mahan, et al.. (2025). Enrichment of building energy models using error domain constrained generative machine learning. Advanced Engineering Informatics. 69. 104018–104018.
2.
Geyer, Philipp, Manav Mahan Singh, & Xia Chen. (2024). Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design. Advanced Engineering Informatics. 62. 102843–102843. 10 indexed citations
3.
Arya, Arvind, Archana Bachheti, Rakesh Kumar Bachheti, Manav Mahan Singh, & Anuj Kumar Chandel. (2024). Role of Artificial Intelligence in Minimizing Carbon Footprint: A Systematic Review of Recent Insights. Green energy and technology. 365–386. 3 indexed citations
4.
Chen, Xia, Manav Mahan Singh, & Philipp Geyer. (2024). Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets. Knowledge-Based Systems. 294. 111774–111774. 13 indexed citations
5.
Singh, Manav Mahan & Ian F. C. Smith. (2023). Convolutional neural network to learn building-shape representations for early-stage energy design. Energy and AI. 14. 100293–100293. 6 indexed citations
6.
Singh, Manav Mahan & Ian F. C. Smith. (2023). Extrapolation with machine learning based early-stage energy prediction models. Computing in construction. 1 indexed citations
7.
Singh, Manav Mahan, et al.. (2023). Automated Real-Time Garbage Monitoring Using Sensors and IoT. 109–113. 3 indexed citations
8.
Singh, Manav Mahan, Chirag Deb, & Philipp Geyer. (2022). Early-stage design support combining machine learning and building information modelling. Automation in Construction. 136. 104147–104147. 36 indexed citations
9.
Chen, Xia, Jimmy Abualdenien, Manav Mahan Singh, André Borrmann, & Philipp Geyer. (2022). Introducing causal inference in the energy-efficient building design process. Energy and Buildings. 277. 112583–112583. 18 indexed citations
10.
Singh, Manav Mahan & Philipp Geyer. (2021). CNN-based quick energy prediction model using image analysis for shape information. Building Simulation Conference proceedings. 17. 4 indexed citations
11.
Singh, Manav Mahan, Sundaravelpandian Singaravel, & Philipp Geyer. (2021). Machine learning for early stage building energy prediction: Increment and enrichment. Applied Energy. 304. 117787–117787. 24 indexed citations
12.
Singh, Manav Mahan, Sundaravelpandian Singaravel, Ralf Klein, & Philipp Geyer. (2020). Quick energy prediction and comparison of options at the early design stage. Advanced Engineering Informatics. 46. 101185–101185. 39 indexed citations
13.
Abualdenien, Jimmy, Manav Mahan Singh, André Borrmann, et al.. (2020). Consistent management and evaluation of building models in the early design stages. Journal of Information Technology in Construction. 25. 212–232. 22 indexed citations
14.
Singh, Manav Mahan & Philipp Geyer. (2019). Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance. Advanced Engineering Informatics. 43. 101026–101026. 27 indexed citations
15.
Singh, Manav Mahan & Philipp Geyer. (2018). Statistical Decision Assistance for Determining Energy-Efficient Options In Building Design Under Uncertainty.. Lirias (KU Leuven). 4 indexed citations
16.
Singh, Manav Mahan, Anil Sawhney, & André Borrmann. (2017). Integrating rules of modular coordination to improve model authoring in BIM. International Journal of Construction Management. 19(1). 15–31. 27 indexed citations
17.
Singh, Manav Mahan, et al.. (2017). Utilising Building Component Data from BIM for Formwork Planning. Construction Economics and Building. 17(4). 20–36. 25 indexed citations
18.
Sawhney, Anil, et al.. (2015). BIM Studio - An Immersive Curricular Tool for Construction Project Management Education. Proceedings of the ... ISARC. 5 indexed citations
19.
Singh, Manav Mahan, Anil Sawhney, & André Borrmann. (2015). Modular Coordination and BIM: Development of Rule Based Smart Building Components. Procedia Engineering. 123. 519–527. 36 indexed citations
20.
Humphreys, K.K., M. Placet, & Manav Mahan Singh. (2002). Life-cycle assessment of electric vehicles in the United States. 3. 2124–2127. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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