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Faculty Profile

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Dr. Muhammad Faisal Javed

Assistant Professor
Area of Interest: Structural Engineering
Email: [email protected]
Phone: (92)-992-383591-6
 
Academics/ Degrees
  • PhD in Structural Engineering (2018, University Malaya, Malaysia)

  • MS (Structural Engineering) NUST Institute of Civil Engineering (NICE) NUST 2013
  • B.E (Civil) University of Engineering & Technology Peshawar 2011
 
Journal Publications
1. B.Iftikhar,M.Faisal Experimental study on the eco-friendly plastic-sand paver blocks by utilising plastic waste and basalt fibers, Heliyon, 2023
2. Fahid Aslam,M.Faisal Comparative study of genetic programming-based algorithms for predicting the compressive strength of concrete at elevated temperature, Case Studies in Construction Materials, 2023
3. Fahid Aslam,M.Faisal Prediction of sustainable concrete utilizing rice husk ash (RHA) as supplementary cementitious material (SCM): Optimization and hyper-tuning, Journal of Materials Research and Technology, 2023
4. Fahid Aslam,M.Faisal Forecasting the self-healing capacity of engineered cementitious composites using bagging regressor and stacking regressor, Structures 23 August, 2023
5. Sohaib Nazar,M.Faisal Estimation of strength, rheological parameters, and impact of raw constituents of alkali-activated mortar using machine learning and SHapely Additive exPlanations (SHAP) Author links open overlay panel, Journal of Construction and Building Materials, 2023
6. Fahid Aslam,M.Faisal Compressive strength prediction of concrete blended with carbon nanotubes using gene expression programming and random forest: hyper-tuning and optimization, Journal of Materials Research and Technology, 2023
7. Fahid Aslam,M.Faisal Development of predictive models for sustainable concrete via genetic programming-based algorithms, Journal of Materials Research and Technology, 2023
8. Fahid Aslam,M.Faisal Novel ensemble modelling for prediction of fundamental properties of bitumen incorporating plastic waste, Journal of Materials Research and Technology, 2023
9. Sohaib Nazar,M.Faisal Estimation of strength, rheological parameters, and impact of raw constituents of alkali-activated mortar using machine learning and SHapely Additive exPlanations (SHAP), Construction and Building Materials, 2023
10. Fahid Aslam,M.Faisal Fresh and hardened properties of waste rubber tires based concrete: a state art of review, SN Applied Sciences, 2023
11. Fahid Aslam,M.Faisal Crack width prediction of self-healing engineered cementitious composite using multi-expression programming, Journal of Materials Research and Technology, 2023
12. B.Iftikhar,M.Faisal A scientometric analysis approach on the plastic sand, Heliyon, 2023
13. Sohaib Nazar,M.Faisal Machine learning interpretable-prediction models to evaluate the slump and strength of fly ash-based geopolymer, Journal of Materials Research and Technology, 2023
14. Sardar Kashif Ur Rehman,M.Faisal BIM-based architectural analysis and optimization for construction 4.0 concept (a comparison), Ain Shams Engineering Journal, 2023
15. Fahid Aslam,M.Faisal,B.Iftikhar Prediction model for rice husk ash concrete using AI approach: Boosting and bagging algorithms, Structures, 2023
16. Sohaib Nazar,M.Faisal Formulation and characterization of cleaner one-part novel fly ash/lime-based alkali-activated material, Journal of Materials Research and Technology, 2023
17. Sohaib Nazar,M.Faisal An evolutionary machine learning-based model to estimate the rheological parameters of fresh concrete, Structures, 2023
18. M.Faisal Promoting the green Construction: Scientometric review on the mechanical and structural performance of geopolymer concrete, Construction and Building Materials, 2023
19. Fahid Aslam,M.Faisal Evolutionary and ensemble machine learning predictive models for evaluation of water quality, Journal of Hydrology: Regional Studies, 2023
20. Fahid Aslam,M.Faisal Forecasting compressive strength and electrical resistivity of graphite based nano-composites using novel artificial intelligence techniques, Case Studies in Construction Materials, 2023
21. M.Faisal Structural Performance of Waste Plastic Bottles Modified Asphalt: A Review, Resources, 2023
22. Fahid Aslam,M.Faisal Plastic concrete mechanical properties prediction based on experimental data, Case Studies in Construction Materials, 2023
23. Fahid Aslam,M.Faisal Guidelines for the Technical Sustainability Evaluation of the Urban Drinking Water Systems Based on Analytic Hierarchy Process, Resources, 2023
24. Sohaib Nazar,M.Faisal Formulation of estimation models for the compressive strength of concrete mixed with nanosilica and carbon nanotubes, Developments in the Built Environment, 2022
25. Fahid Aslam,M.Faisal Prediction models for marshall mix parameters using bio-inspired genetic programming and deep machine learning approaches: A comparative study, Case Studies in Construction Materials, 2022
26. Sardar Kashif Ur Rehman,M.Faisal Bim-based energy analysis and optimization using insight 360 (case study), Case Studies in Construction Materials, 2022
27. Sohaib Nazar,M.Faisal,Waqas Ahmad Development of the New Prediction Models for the Compressive Strength of Nanomodified Concrete Using Novel Machine Learning Techniques, Buildings, 2022
28. M.Faisal Machine learning based computational approach for crack width detection of self-healing concrete, Case Studies in Construction Materials, 2022
29. Fahid Aslam,M.Faisal Prediction of water quality indexes with ensemble learners: Bagging and boosting, Process Safety and Environmental Protection, 2022
30. Faisal Mahmood,Sardar Kashif Ur Rehman,N. Riaz,Sardar Kashif Ur Rehman,Mohammed Jameel,Muhammad Faisal Javed,Abdelatif Salmi,Youssef Ahmed Awad,M.Faisal Self-Healing Bio-Concrete Using Bacillus subtilis Encapsulated in Iron Oxide Nanoparticles, Materials-MDPI, 2022
31. Sardar Kashif Ur Rehman,Faisal Mahmood,N. Riaz,Sardar Kashif Ur Rehman,Mohammed Jameel,Muhammad Faisal Javed,M.Faisal A Biomineralization, Mechanical and Durability Features of Bacteria-Based Self-Healing Concrete—A State of the Art Review, Crystals , 2022
32. Fahid Aslam,M.Faisal Mechanical properties of novel PVA rubberized concrete, Structural Concrete, 2022
33. Fahid Aslam,M.Faisal Comparative Analysis of the Optimized KNN, SVM, and Ensemble DT Models Using Bayesian Optimization for Predicting Pedestrian Fatalities: An Advance towards Realizing the Sustainable Safety of Pedestrians, Sustainability , 2022
34. M.Faisal Evaluation of Moisture Damage Potential in Hot Mix Asphalt Using Polymeric Aggregate Treatment, Materials , 2022
35. Fahid Aslam,M.Faisal Support vector regression and ANN approach for predicting the ground water quality, Journal of the Indian Chemical Society, 2022
36. M.Faisal,Waqas Ahmad A Scientometric Review on Mapping Research Knowledge for 3D Printing Concrete, Materials, 2022
37. Fahid Aslam,M.Faisal Evaluating the mechanical strength prediction performances of fly ash-based MPC mortar with artificial intelligence approaches, Journal of Cleaner Production, 2022
38. Waqas Ahmad,M.Faisal Concrete filled double steel tube columns incorporating UPVC pipes under uniaxial compressive load at ambient and elevated temperature, Case Studies in Construction Materials, 2022
39. M.Izhar,M.Faisal Application of random forest for modelling of surface water salinity, Ain Shams Engineering Journal, 2022
40. Fahid Aslam,M.Faisal Forecasting Compressive Strength of RHA Based Concrete Using Multi-Expression Programming, Materials, 2022
41. B.Iftikhar,M.Faisal Predictive modeling of compressive strength of sustainable rice husk ash concrete: Ensemble learner optimization and comparison, Journal of Cleaner Production, 2022
42. Fahid Aslam,M.Faisal New prediction models for the compressive strength and dry-thermal conductivity of bio-composites using novel machine learning algorithms, Journal of Cleaner Production, 2022
43. Fahid Aslam,M.Faisal Compressive strength prediction of rice husk ash using multiphysics genetic expression programming, https://www.sciencedirect.com/science/article/pii/S2090447921003580, 2022
44. Fahid Aslam,M.Faisal Coupled effect of poly vinyl alcohol and fly ash on mechanical characteristics of concrete, Ain Shams Engineering Journal, 2022
45. Waqas Ahmad,M.Faisal Compressive Strength Estimation of Geopolymer Composites through Novel Computational Approaches, polymers, 2022
46. Fahid Aslam,M.Faisal Sustainable use of chemically modified tyre rubber in concrete: Machine learning based novel predictive model, Chemical Physics Letters, 2022
47. M.Faisal Forecasting the Mechanical Properties of Plastic Concrete Employing Experimental Data Using Machine Learning Algorithms: DT, MLPNN, SVM, and RF, Polymers, 2022
48. M.Faisal Predicting the Lateral Load Carrying Capacity of Reinforced Concrete Rectangular Columns: Gene Expression Programming, Materials, 2022
49. Fahid Aslam,M.Faisal Prediction of Mechanical Properties of Fly-Ash/Slag-Based Geopolymer Concrete Using Ensemble and Non-Ensemble Machine-Learning Techniques, Materials, 2022
50. M.Faisal Advanced Machine Learning Modeling Approach for Prediction of Compressive Strength of FRP Confined Concrete Using Multiphysics Genetic Expression Programming, Polymers, 2022
51. M.Izhar,M.Faisal Eco-Friendly Incorporation of Crumb Rubber and Waste Bagasse Ash in Bituminous Concrete Mix, Materials, 2022
52. M.Faisal Predicting Marshall Flow and Marshall Stability of Asphalt Pavements Using Multi Expression Programming, Buildings, 2022
53. Fahid Aslam,M.Faisal Comparative study of mechanical properties between irradiated and regular plastic waste as a replacement of cement and fine aggregate for manufacturing of green concrete, Ain Shams Engineering Journal, 2022
54. M.Izhar,M.Faisal Comparative Assessment of Individual and Ensemble Machine Learning Models for Efficient Analysis of River Water Quality, Sustainability, 2022
55. M.Izhar,M.Faisal Machine learning modeling integrating experimental analysis for predicting the properties of sugarcane bagasse ash concrete, Construction and Building Materials, 2022
56. Ayaz. Ahmad,M.Faisal Prediction of Compressive Strength of Fly-Ash-Based Concrete Using Ensemble and Non-Ensemble Supervised Machine-Learning Approaches, Applied Sciences, 2021
57. M.Faisal,Sardar Kashif Ur Rehman Concrete by Preplaced Aggregate Method Using Silica Fume and Polypropylene Fibres, Materials, 2021
58. Furqan Farooq,M.Faisal Simulation of Depth of Wear of Eco-Friendly Concrete Using Machine Learning Based Computational Approaches, Materials, 2021
59. M.Faisal Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Machine Learning Techniques, Polymers, 2021
60. M.Faisal Predicting the Ultimate Axial Capacity of Uniaxially Loaded CFST Columns Using Multiphysics Artificial Intelligence, Materials, 2021
61. M.Faisal Predictive Modeling of Mechanical Properties of Silica Fume-Based Green Concrete Using Artificial Intelligence Approaches: MLPNN, ANFIS, and GEP, Materials, 2021
62. M.Faisal Life Cycle Impact Assessment of Recycled Aggregate Concrete, Geopolymer Concrete, and Recycled Aggregate-Based Geopolymer Concrete, Sustainability, 2021
63. Fahid Aslam,M.Faisal Sustainable use of fly-ash: Use of gene-expression programming (GEP) and multi-expression programming (MEP) for forecasting the compressive strength geopolymer concrete, Ain Shams Engineering Journal, 2021
64. M.Faisal Forecasting Strength of CFRP Confined Concrete Using Multi Expression Programming, Materials, 2021
65. M.Faisal Axial Behavior of Concrete-Filled Double-Skin Tubular Stub Columns Incorporating PVC Pipes, Crystals, 2021
66. M.Faisal FE Modelling and Analysis of Beam Column Joint Using Reactive Powder Concrete, Crystals, 2021
67. Fahid Aslam,M.Faisal Effect of coconut fiber on low-density polyethylene plastic-sand paver blocks, Ain Shams Engineering Journal, 2021
68. Furqan Farooq,M.Faisal Geopolymer concrete as sustainable material: A state of the art review, Construction and Building materials, 2021
69. M.Faisal Predicting the compaction characteristics of expansive soils using two genetic programming-based algorithms, Transportation Geotechnics, 2021
70. M.Faisal Axial Compressive Strength Models of Eccentrically-Loaded Rectangular Reinforced Concrete Columns Confined with FRP, Materials, 2021
71. M.Faisal Computational AI prediction models for residual tensile strength of GFRP bars aged in the alkaline concrete environment, Ocean Engineering , 2021
72. M.Faisal Experimental Evaluation of Untreated and Pretreated Crumb Rubber Used in Concrete, Crystals, 2021
73. M.Faisal Effect of Recycled Coarse Aggregate and Bagasse Ash on Two-Stage Concrete, Crystals, 2021
74. M.Faisal Thickness Optimization of Thin-Film Tandem Organic Solar Cell, Micromachines, 2021
75. M.Faisal Systematic Review of Life Cycle Assessment and Life Cycle Cost Analysis for Pavement and a Case Study, Sustainability, 2021
76. M.Faisal Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP, Journal of Environmental Management, 2021
77. M.Faisal Prediction of Compressive Strength of Rice Husk Ash Concrete through Different Machine Learning Processes, Crystals, 2021
78. M.Faisal Sustainable utilization of foundry waste: Forecasting mechanical properties of foundry sand based concrete using multi-expression programming, Science of The Total Environment, 2021
79. M.Izhar,M.Faisal Performance Evaluation of Soft Computing for Modeling the Strength Properties of Waste Substitute Green Concrete, Sustainability, 2021
80. 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, 2021
81. M.Faisal Compressive Strength of Fly-Ash-Based Geopolymer Concrete by Gene Expression Programming and Random Forest, Advances in civil engineering, 2021
82. M.Faisal A Step towards Sustainable Self-Compacting Concrete by Using Partial Substitution of Wheat Straw Ash and Bentonite Clay Instead of Cement, Sustainability, 2021
83. M.Faisal Prediction of Catenary Action Capacity of RC Beam-Column Substructures under a Missing Column Scenario Using Evolutionary Algorithm, KSCE Journal of Civil Engineering volume, 2021
84. 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, 2020
85. Kashif Mehmood,L Imtiaz,M.Faisal,M.Khizar,Shazim Ali Memon A Review of Recent Developments and Advances in Eco-Friendly Geopolymer Concrete, Applied Sciences, 2020
86. Sardar Kashif Ur Rehman,Shazim Ali Memon,Mohammed Jameel,M.Faisal,Sabina Kumarova A Review of Microscale, Rheological, Mechanical, Thermoelectrical and Piezoresistive Properties of Graphene Based Cement Composite, Nanomaterials, 2020
87. Furqan Farooq,Kaffayatullah Khan,Muhammad Rehan Sadiq ,Fahid Aslam,Rayed Alyousef ,M.Faisal,Muhammad Nasir Amin A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC), Applied Sciences, 2020
88. Sardar Kashif Ur Rehman,Mohammed Jameel,Fahid Aslam,Rayed Alyousef ,M.Faisal,Umar Farooq Investigating BIM Implementation Barriers and Issues in Pakistan Using ISM Approach, Applied Sciences, 2020
89. M.Faisal,JianYang,MuhammadFarjad Iqbal,SohaibNazar,FeiliangWang,Qing-fengLiu,Iftikhar Azim Semi-analytical model for compressive arch action capacity of RC frame structures, Structures, 2020
90. Furqan Farooq,Muhammad Nasir Amin,Kaffayatullah Khan, Arslan Akbar, Rayed Alyousef ,Hisham Alabdulijabbar,AWaheed,M.Faisal,Fahid Aslam Applications of Gene Expression Programming for Estimating Compressive Strength of High-Strength Concrete, Advances in Civil Engineering, 2020
91. M.Faisal,Arslan Akbar ,Mohsin Ali Khan ,Fahid Aslam ,Rayed Alyousef,Hisham Alabduljabbar,Furqan Farooq,Sardar Kashif Ur Rehman,Shazim Ali Memon New Prediction Model for the Ultimate Axial Capacity of Concrete-Filled Steel Tubes: An Evolutionary Approach, Crystals, 2020
92. 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
93. Sardar Kashif Ur Rehman,Muhammad Haseeb ,Rayed Alyousef ,Hisham Alabduljabbar ,M.Faisal,M.Khizar,L Imtiaz,Fahid Aslam Experimental Investigation of NaOH and KOH Mixture in SCBA-Based Geopolymer Cement Composite,  Materials, 2020
94. M.Faisal,JianYang,Muhammad FarjadIqbal,ZafarMahmood,FeiliangWang,Qing-fengLiu,IftikharAzim Prediction model for compressive arch action capacity of RC frame structures under column removal scenario using gene expression programming, Structures, Elsevier., 2020
95. Furqan Farooq,Rao ArsalanKhushnood,Rayedalyousef,Hishamalabduljabbar,Fahidaslam,Sardar Kashif Ur Rehman,M.Faisal,ArslanAkbar A comparative study on performance evaluation of hybrid GNPs/CNTs in conventional and self-compacting mortar, Alexandria Engineering Journal, 2020
96. Furqan Farooq,Rao Arsalan Khushnood ,Waqas Latif Baloch Muhammad,M.Faisal,Sardar Kashif Ur Rehman,Arslan Akbar Experimental Investigation of Hybrid Carbon Nanotubes and Graphite Nanoplatelets on Rheology, Shrinkage, Mechanical, and Microstructure of SCCM, Materials, 2020
97. Kashif Mehmood,Sardar Kashif Ur Rehman,Furqan Farooq,Q.Mahmood,M.Faisal,Imtiaz Ahmad Durrani Treatment of Pulp and Paper Industrial Effluent Using Physicochemical Process for Recycling, Water, November 2019, 2019
98. M.Faisal,Qing-fengLiu,IftikharAzim,XingyiZhu,JianYang,MominaRauf,Muhammad Farjad Iqbal Prediction of mechanical properties of green concrete incorporating waste foundry sand based on gene expression programming, Journal of hazardous materials, 2019
99. M.Faisal Double stratified stagnation-point flow of Williamson nanomaterial with entropy generation through a porous medium, International Journal of Numerical Methods for Heat & Fluid Flow, 2019
100. M.Faisal Mixed convective non-linear radiative flow with TiO2-Cu-water hybrid nanomaterials and induced magnetic field, International Journal of Numerical Methods for Heat & Fluid Flow, 2019
101. M.Faisal On entropy generation effectiveness in flow of power law fluid with cubic autocatalytic chemical reaction, Applied Nanoscience , 2019
102. M.Faisal Entropy generation in radiative flow of Ree-Eyring fluid due to due rotating disks, International Journal of Numerical Methods for Heat & Fluid Flow, 2019
103. M.Faisal Transport of Jeffrey nanomaterial in cubic autocatalytic chemically nonlinear radiated flow with entropy generation, Applied Nanoscience , 2019
104. M.Faisal Corrigendum to “Optimization of SWCNTs and MWCNTs (single and multi-wall carbon nanotubes) in peristaltic transport with thermal radiation in a non-uniform channel” , Journal of Molecular Liquids , 2018
105. Sardar Kashif Ur Rehman,Kashif Mehmood,M.Faisal Assessment of Rheological and Piezoresistive Properties of Graphene based Cement Composites, International Journal of Concrete Structures and Materials, 2018
106. M.Faisal Optimization of SWCNTs and MWCNTs (single and multi-wall carbon nanotubes) in peristaltic transport with thermal radiation in a non-uniform channel, Journal of Molecular Liquids, 2018
107. M.Faisal,Sardar Kashif Ur Rehman,S. A. Memon Experimental and numerical study of flexural behavior of novel oil palm concrete filled steel tube exposed to elevated temperature, Journal of Cleaner Production, 2018
108. M.Faisal Axisymmetric flow of Casson fluid by a swirling cylinder, Results in Physics, 2018
109. Sardar Kashif Ur Rehman,M.Faisal Flexural behaviour of steel hollow sections filled with concrete that contains OPBC as coarse aggregate, Journal of Constructional Steel Research, 2018
110. Sardar Kashif Ur Rehman,Zainah Ibrahim,Shazim Ali Memon,M.Faisal,Kashif Mehmood,Mustafa Influence of Graphene Nanosheets on Rheology, Microstructure, Strength Development and Self-Sensing Properties of Cement Based Composites. , Sustainability, 2018
111. M.Faisal Numerical investigation of flow around cylinder at Reynolds number = 3900 with large eddy simulation technique: Effect of spanwise length and mesh resolution, Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, 2018
112. M.Faisal VIV study of an elastically mounted cylinder having low mass-damping ratio using RANS model, International Journal of Heat and Mass Transfer, 2017
113. M.Faisal,Sardar Kashif Ur Rehman,S. A. Memon FE modelling of the flexural behaviour of square and rectangular steel tubes filled with normal and high strength concrete, Thin-walled structures, 2017
114. M.Faisal Recent research on cold-formed steel beams and columns subjected to elevated temperature: A review, Construction and Building Materials, 2017
115. Sardar Kashif Ur Rehman, Zainah Ibrahim,Shazim Ali Memon,M.Faisal,Rao Arsalan Khushnood A Sustainable Graphene Based Cement Composite, . Sustainability, 2017
116. M.Faisal Numerical investigation of the vortex-induced vibration of an elastically mounted circular cylinder at high Reynolds number (Re= 104) and low mass ratio using the RANS code, PLoS ONE , 2017
 
Profile/Bio
  • Sep 2011- Sep 2012 (Instructor, Construction Technology training Institute, Islamabad)
  • Oct 2012- April 2013 (Junior Lecturer, Swedish College, Wah Cantt)
  • May 2013-July 2013 (SDO, C&W Deptt, KPK)
  • August 2013-  till now: Assistant Professor , Department of Civil Engineering , COMSATS Institute of Information Technology, Abbottabad, Pakistan
 
 
Research Interests

Structural Engineering, Composite structures, Structures in Fire