28 results on '"Shamsi, Mohammad Haris"'
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2. Time-Resolved Neural Network Surrogate Models as Digital Twins
3. Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach
4. Time-Resolved Neural Network Surrogate Models as Digital Twins
5. Accurate identification of influential building parameters through an integration of global sensitivity and feature selection techniques
6. Urban Residential Building Stock Synthetic Datasets for Building Energy Performance Analysis
7. Feature assessment frameworks to evaluate reduced-order grey-box building energy models
8. Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis
9. A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making
10. A framework for uncertainty quantification in building heat demand simulations using reduced-order grey-box energy models
11. Accurate Equivalent Circuit Model for Battery States Estimation
12. Feasibility analysis of community-based PV systems for residential districts: A comparison of on-site centralized and distributed PV installations
13. A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings
14. Urban Building Energy Performance Prediction and Retrofit Analysis Using Data-Driven Machine Learning Approach
15. A Comprehensive Framework for Data-Driven Building End-Use Assessment Utilizing Monitored Operational Parameters
16. Review of district-scale energy performance analysis: Outlooks towards holistic urban frameworks
17. A generalization approach for reduced order modelling of commercial buildings
18. Urban Residential Building Stock Synthetic Datasets for Building Energy Performance Analysis
19. Quantification of the impact of global warming on summer overheating risk in a residential building in urban areas in Belgium.
20. Modeling uncertainty in positive energy districts through a non-probabilistic approach.
21. GIS-based multi-scale residential building energy modeling using a data-driven approach
22. Assessing the effect of network order on epistemic uncertainty quantification for reduced-order grey-box energy models
23. Forecasting the space heating demand using reduced-order modelling approaches for commercial buildings
24. A data-driven approach for multi-scale building archetypes development
25. Comparative analysis of prediction algorithms for building energy usage prediction at an urban scale
26. A generalization approach for reduced order modelling of commercial buildings
27. Analysis of an electric Equivalent Circuit Model of a Li-Ion battery to develop algorithms for battery states estimation
28. Uncertainty Quantification In Predictive Modelling Of Heat Demand Using Reduced-order Grey Box Models
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