Research At COMSATS

Environmental, Water and Geomatics Engineering

Muhammad Izhar Shah

	Designation:	Lab Engineer
	Email:	mizhar@cuiatd.edu.pk
	Phone No. :	N/A
	Role:	Faculty
	Research Interests:	N/A

Academics/ Degrees

MS, Water Resources Engineering, University of Engineering & Technology Peshawar, Pakistan (In Progress)
BS, Civil Engineering, COMSATS Institute of Information Technology Abbottabad, Pakistan, 2016

Profile/Bio

November 2016 to Continued: Lab Engineer, Department of Civil Engineering, COMSATS Institute of Information Technology, Abbottabad, Pakistan

Publications/Papers

2022

Journal

M.Izhar,M.Faisal "Application of random forest for modelling of surface water salinity" , Ain Shams Engineering Journal , 2022

M.Izhar,M.Faisal "Eco-Friendly Incorporation of Crumb Rubber and Waste Bagasse Ash in Bituminous Concrete Mix" , Materials , 2022

M.Izhar,M.Faisal "Comparative Assessment of Individual and Ensemble Machine Learning Models for Efficient Analysis of River Water Quality" , Sustainability , 2022

M.Izhar,M.Faisal "Machine learning modeling integrating experimental analysis for predicting the properties of sugarcane bagasse ash concrete" , Construction and Building Materials , 2022

2021

Journal

M.Izhar "Environmental assessment based surface water quality prediction using hyper-parameter optimized machine learning models based on consistent big data" , Process Safety and Environmental Protection ,Volume 151 ,Page 324-340 , 2021

M.Izhar "Modeling Surface Water Quality Using the Adaptive Neuro-Fuzzy Inference System Aided by Input Optimization" , Sustainability ,Volume 13 ,Issue 8 ,Page 4576 , 2021

M.Izhar,M.Faisal,S. A. Memon "Machine Learning-Based Modeling with Optimization Algorithm for Predicting Mechanical Properties of Sustainable Concrete" , Advances in Civil Engineering ,Volume 2021 ,Page 1-15 , 2021

M.Izhar,M.Faisal "Performance Evaluation of Soft Computing for Modeling the Strength Properties of Waste Substitute Green Concrete" , Sustainability ,Volume 13 ,Issue 5 ,Page 2867 , 2021

M.Izhar "Predictive Modeling Approach for Surface Water Quality: Development and Comparison of Machine Learning Models" , Sustainability ,Volume 13 ,Issue 14 ,Page 7515 , 2021

2020

Journal

M.Izhar,Asim Jahangir Khan,Quazi K. Hassan,Asif Khan,T.A.Akbar,Ashraf Dewan "Predicting hydrologic responses to climate changes in highly glacierized and mountainous region Upper Indus Basin." , Royal Society open science , 2020

M.Izhar,M.Faisal,Taher Abunama "Proposed formulation of surface water quality and modelling using gene expression, machine learning, and regression techniques." , Environmental Science and Pollution Research ,Volume 28 ,Page 13202–13220 , 2020

M.Faisal,Kaffayatullah Khan,Fahid Aslam ,Rayed Alyousef,Hisham Alabduljabbar ,M.Izhar,Furqan Farooq,B.Iftikhar,Muhammad Nasir Amin "Applications of Gene Expression Programming and Regression Techniques for Estimating Compressive Strength of Bagasse Ash based Concrete" , Crystals , 2020