Muhammad Waseem Ahmad

Author

Cardiff University ORCID

Also Known As

M. Ahmad, MW Ahmad, Muhammad Ahmad, Muhammad Waseem Ahmad

Publications

2.8K

Citations

H-Index

Concepts

All Affiliations

Cardiff University Centre for Sustainable Energy Liverpool John Moores University Tampere University

About

Muhammad Waseem Ahmad is an author at Cardiff University specializing in engineering, energy management, and energy efficiency.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	1.1K
2	Social Sciences	4	4	86
3	Computer Engineering	2	2	64
4	Language Studies	1	1	15
5	Arabic	1	1	15

Muhammad Waseem Ahmad

Publications

2.2K

Citations

H-Index

Page 1

	Year	Citations
Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption Muhammad Waseem Ahmad, Monjur Mourshed, Yacine Rezgui Energy and Buildings	2017	950
Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees Muhammad Waseem Ahmad, Jonathan Reynolds, Yacine Rezgui Journal of Cleaner Production Predictive ModellingEngineeringExtra TreesEnergy EfficiencyPhotovoltaic Power Station	2018	579
Tree-based ensemble methods for predicting PV power generation and their comparison with support vector regression Muhammad Waseem Ahmad, Monjur Mourshed, Yacine Rezgui Energy Forecasting MethodologyEngineeringProbabilistic ForecastingData ScienceSystems Engineering	2018	283
Operational supply and demand optimisation of a multi-vector district energy system using artificial neural networks and a genetic algorithm Jonathan Reynolds, Muhammad Waseem Ahmad, Yacine Rezgui, Applied Energy EngineeringEnergy EfficiencyMulti-energy SystemGreen BuildingDemand Optimisation	2018	127
Heat transition in the European building sector: Overview of the heat decarbonisation practices through heat pump technology Mohammad Hosein Abbasi, Badr M. Abdullah, Muhammad Waseem Ahmad, Sustainable Energy Technologies and Assessments	2021	85
Holistic modelling techniques for the operational optimisation of multi-vector energy systems Jonathan Reynolds, Muhammad Waseem Ahmad, Yacine Rezgui Energy and Buildings EngineeringEnergy EfficiencyMulti-energy SystemHolistic Modelling TechniquesBuilding Energy Conservation	2018	42
Deep Highway Networks and Tree-Based Ensemble for Predicting Short-Term Building Energy Consumption Muhammad Waseem Ahmad, Anthony Mouraud, Yacine Rezgui, Energies EngineeringMachine LearningTree-based EnsembleBuilding Energy ConservationSocial Sciences	2018	31
Investigating the performance of a combined solar system with heat pump for houses Muhammad Waseem Ahmad, Mahroo Eftekhari, Thomas Steffen, Energy and Buildings EngineeringEnergy EfficiencyEnergy ConversionEnergy ManagementSolar Power	2013	25
Random Forests and Artificial Neural Network for Predicting Daylight Illuminance and Energy Consumption Muhammad Waseem Ahmad, Jean-Laurent Hippolyte Building Simulation Conference proceedings EngineeringMachine LearningEnergy EfficiencyEnergy PerformanceEarth Science	2017	22
A framework to identify and prioritise the key sustainability indicators: Assessment of heating systems in the built environment Mohammad Hosein Abbasi, Badr M. Abdullah, Raúl Castaño-Rosa, Sustainable Cities and Society	2023	20

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