Review of urban building energy modeling (UBEM) approaches, methods and tools using qualitative and quantitative analysis U Ali, MH Shamsi, C Hoare, E Mangina, J O’Donnell Energy and buildings 246, 111073, 2021 | 162 | 2021 |
A data-driven approach for multi-scale GIS-based building energy modeling for analysis, planning and support decision making U Ali, MH Shamsi, M Bohacek, K Purcell, C Hoare, E Mangina, ... Applied Energy 279, 115834, 2020 | 120 | 2020 |
A data-driven approach to optimize urban scale energy retrofit decisions for residential buildings U Ali, MH Shamsi, M Bohacek, C Hoare, K Purcell, E Mangina, ... Applied Energy 267, 114861, 2020 | 97 | 2020 |
A data-driven approach for multi-scale building archetypes development U Ali, MH Shamsi, C Hoare, E Mangina, J O’Donnell Energy and buildings 202, 109364, 2019 | 85 | 2019 |
Review of district-scale energy performance analysis: Outlooks towards holistic urban frameworks R Aghamolaei, MH Shamsi, M Tahsildoost, J O’Donnell Sustainable cities and society 41, 252-264, 2018 | 61 | 2018 |
A framework for uncertainty quantification in building heat demand simulations using reduced-order grey-box energy models MH Shamsi, U Ali, E Mangina, J O’Donnell Applied energy 275, 115141, 2020 | 48 | 2020 |
Feasibility analysis of community-based PV systems for residential districts: A comparison of on-site centralized and distributed PV installations R Aghamolaei, MH Shamsi, J O’Donnell Renewable Energy 157, 793-808, 2020 | 26 | 2020 |
GIS-based residential building energy modeling at district scale U Ali, MH Shamsi, C Hoare, J O'Donnell Proceedings of the 4th IBPSA-England Conference on Building Simulation and …, 2018 | 24 | 2018 |
Feature assessment frameworks to evaluate reduced-order grey-box building energy models MH Shamsi, U Ali, E Mangina, J O’Donnell Applied Energy 298, 117174, 2021 | 22 | 2021 |
Analysis of an electric Equivalent Circuit Model of a Li-Ion battery to develop algorithms for battery states estimation. MH Shamsi | 22 | 2016 |
Accurate identification of influential building parameters through an integration of global sensitivity and feature selection techniques J Neale, MH Shamsi, E Mangina, D Finn, J O’Donnell Applied Energy 315, 118956, 2022 | 18 | 2022 |
A generalization approach for reduced order modelling of commercial buildings MH Shamsi, W O’Grady, U Ali, J O’Donnell Energy Procedia 122, 901-906, 2017 | 17 | 2017 |
Comparative analysis of machine learning algorithms for building archetypes development in urban building energy modeling U Ali, MH Shamsi, F Alshehri, E Mangina, J O'Donnell ASHRAE, 2018 | 13 | 2018 |
A generalization approach for reduced order modelling of commercial buildings MH Shamsi, U Ali, J O’Donnell Journal of Building Performance Simulation 12 (6), 729-744, 2019 | 10 | 2019 |
Application of intelligent algorithms for residential building energy performance rating prediction U Ali, MH Shamsi, C Hoare, F Alshehri, E Mangina, J O'Donnell Building Simulation 2019 16, 3177-3184, 2019 | 8 | 2019 |
Urban building energy performance prediction and retrofit analysis using data-driven machine learning approach U Ali, S Bano, MH Shamsi, D Sood, C Hoare, W Zuo, N Hewitt, ... Energy and Buildings 303, 113768, 2024 | 7 | 2024 |
Extending IFC to support thermal comfort prediction during design F Alshehri, C Hoare, U Ali, MH Shamsi, P Kenny, J O'Donnell Proceedings of the 2019 European Conference for Computing in Construction, 2019 | 4 | 2019 |
An intelligent knowledge-based energy retrofit recommendation system for residential buildings at an urban scale U Ali, MH Shamsi, C Hoare, E Mangina, J O'Donnell | 3 | 2018 |
GIS-based multi-scale residential building energy modeling using a data-driven approach U Ali, MH Shamsi, M Bohacek, K Purcell, C Hoare, J O'Donnell Building Simulation 2021 17, 1115-1122, 2021 | 1 | 2021 |
Accurate Equivalent Circuit Model for Battery States Estimation MH Shamsi, HA Khan, MA Husain Applications of Computing, Automation and Wireless Systems in Electrical …, 2019 | 1 | 2019 |