Dr. Muhammad Aftab

Assistant Professor OPS at Government College University Faisalabad

Dr. Muhammad Aftab

Contact Details

Email Address Maftab@gcuf.edu.pk
Phone Number 041-9201416
Office Address GC University Faisalabad
Academic Profiles
Google Scholar ORCID Profile Web of Science Scopus Profile
Basic Information
Full Name
Dr. Muhammad Aftab
Designation
Assistant Professor OPS
Department
Statistics
Faculty
Physical Science
Email Address
Maftab@gcuf.edu.pk
Brief Statement of research work

My research centers on experimental design and process optimization, with particular emphasis on Design of Experiments (DOE) and both classical and innovative response surface methodologies. I also work on predictive modeling using machine learning especially Artificial Neural Networks alongside logistic regression and related statistical learning approaches. In addition, I have a strong research interest in high-dimensional data analysis.

Academic Background
SR. DEGREE INSTITUTE FROM TO
1 Ph.D Government College University, Faisalabad 2020 2025
2 M.Phil Or MS University of Agriculture, Faisalabad 2009 2012
3 Master Or Equivalent Government College University, Faisalabad 2006 2008
4 Graduation Or Equivalent University of the Punjab, Lahore 2003 2006
5 Intermedite Or Equivalent BISE Faisalabad 2001 2003
6 Matriculation Or Equivalent BISE Faisalabad 1999 2001
Research Publications
SR. AUTHORS PAPER TITLE JOURNAL PAGE# YEAR VOL. IMP.F VIEW
1 Muhammad Yameen, Fatima Batool, Rizwana Abbas, Shahid Adeel , Noman Habib, Muhammad Aftab, Muhammad Imran and Jamiu Mosebolatan Jabar. Ecofriendly Utilization of Binary Agrowaste Based Natural Colorant for textile Dyeing Natural Product communications 1-12 2026 21 1.4
2 Muhammad Aftab, Tanvir Ahmad, Tahir Nawaz Novel Response Surface Designs and LASSO-Regularized Neural Network Models for Robust Optimization With Limited Data Quality and Reliability Engineering International 1-17 2026 2026 2.8
3 Hamid Ali Tanveer , Shahid Adeel , Fazal-ur-Rehman ,Muhammad Ibrahim , Al Mojnun Shamim , Muhammad Aftab, Muhammad Imran, Rony Mia. Ecofriendly dyeing of silk fabric with yellow natural and synthetic dye Results in Engineering 104192 2025 25 1.671
4 Muhammad Aftab, Tanvir Ahmad, Shahid Adeel and Maria Javed. Microwave Assisted Natural Dye Extraction from Amaltas (Cassia fistula) for Cotton Dyeing: Process Optimization Using Modern Statistical and Machine Learning Algorithms Natural Product communications 1-10 2025 20 1.4
5 Muhammad Aftab, Tanvir Ahmad, Shahid Adeel, Maria Javed and Rony Mia. Ecofriendly Process for Extraction and Application of Natural Dye from Hulela Zard plant through Advanced Statistical Approach Natural Product communications 1-12 2025 20 1.4
6 Asma Mobeen, Mahwish Arshad, MuhammadAftab and Dr.Saima Zia. A Predictive Model to Identify the Risk Factors for Stage Wise Chronic Kidney Disease in Faisalabad, Pakistan Multidisciplinary Surgical Research Annals 64-72 2025 3 0
7 Muhammad Aftab, Tanvir Ahmad, Shahid Adeel, , Sajjad Haider Bhatti and Muhammad Irfan. Hyper-parameter tuning through innovative designing to avoid over-fitting in machine learning modelling: a case study of small data sets Journal of Statistical Computation and Simulation 2465787 2025 95 2.5
8 Muhammad Aftab, Tanvir Ahmad, Shahid Adeel and Maria Javed. Ecofriendly process optimization of natural dye extraction from clove (Syzygium aromaticum L.) using response surface methodology and artificial neural network modeling Sustainable Chemistry and Pharmacy 101401 2024 37 5.8
9 Adeel, S., Mumtaz, A., Mia, R., Aftab, M., Hussaan, M., Amin, N. and Khattak, S. P. Microwave-assisted sustainable coloration of wool fabric using Rheum emodi-based natural dye Surface Innovations 147-158 2024 12 3.5
10 Marwa Bashir, Shahid Adeel, Muhammad Aftab, Rony Mia and Muhammad Imran. Microwave-assisted cleaner extraction of tannin from Terminalia chebula: a promising green method for sustainable leather dyeing Sustainable Chemistry and Pharmacy 101336 2024 37 5.8
11 SAJJAD HAIDER BHATTI, HIBA IZZAM MAMUNA, MUHAMMAD AFTAB, MUHAMMAD ASLAM, NOSHEEN ASLAM, SYED MUHAMMAD ALI SHAH, HAMAD AHMED AND MUHAMMAD AKRAM Risk factors of neonatal mortality in Faisalabad, Pakistan Pak. J. Pharm. Sci 663-665 2017 30 .682
12 MUHAMMAD ALI RAZA , REHAN AHMED KHAN SHERWANI , SHAHID KAMAL, MUHAMMAD AFTAB AND MUHAMMAD IRFAN Correlates of Injection Initiation among Drug Users in Punjab, Pakistan Pakistan Journal of Medical and Health Sciences 1135-1139 2016 10 0
13 MUHAMMAD AFTAB, ISLAM-UD-DIN SHAHZAD AND MUHAMMAD ALI RAZA Coorelates of needle sharing among injecting drug users World applied Sciences Journal 1072-1077 2014 31 0
Professional Journey

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International Exposure

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Professional qualifications & traninings

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Research Projects

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