Manav Mahan Singh

According to our database, Manav Mahan Singh authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets.

Xia Chen, Manav Mahan Singh, Philipp Geyer

CoRR, 2023

2022

Introducing causal inference in the energy-efficient building design process.

Xia Chen, Jimmy Abualdenien, Manav Mahan Singh, André Borrmann, Philipp Geyer

CoRR, 2022

2021

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

Philipp Geyer, Manav Mahan Singh, Xia Chen

CoRR, 2021

2020

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

Jimmy Abualdenien, Patricia Schneider-Marin, Ata Zahedi, Hannes Harter, Hannah Exner, Daniel Steiner, Manav Mahan Singh, André Borrmann, Werner Lang, Frank Petzold, Markus König, Philipp Geyer, Martina Schnellenbach-Held

J. Inf. Technol. Constr., 2020

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

Manav Mahan Singh, Sundaravelpandian Singaravel, Ralf Klein, Philipp Geyer

Adv. Eng. Informatics, 2020

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

Manav Mahan Singh, Philipp Geyer

Adv. Eng. Informatics, 2020

2018

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

Manav Mahan Singh, Philipp Geyer

Proceedings of the 26th International Workshop on Intelligent Computing in Engineering, 2018

Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design.

Philipp Geyer, Manav Mahan Singh, Sundaravelpandian Singaravel

Proceedings of the Advanced Computing Strategies for Engineering, 2018