Application of Novel Machine Learning Techniques for Predicting the Surface Chloride Concentration in Concrete Containing Waste Material

by Ayaz Ahmad, Furqan Farooq, Krzysztof Adam Ostrowski, Klaudia Śliwa-Wieczorek, Slawomir Czarnecki
Published 2021-04-01

Compressive Strength Prediction via Gene Expression Programming (GEP) and Artificial Neural Network (ANN) for Concrete Containing RCA

by Ayaz Ahmad, Krisada Chaiyasarn, Furqan Farooq, Waqas Ahmad, Suniti Suparp, Fahid Aslam
Published 2021-07-01

Comparative Study of Supervised Machine Learning Algorithms for Predicting the Compressive Strength of Concrete at High Temperature

by Ayaz Ahmad, Krzysztof Adam Ostrowski, Mariusz Maślak, Furqan Farooq, Imran Mehmood, Afnan Nafees
Published 2021-07-01

Prediction of Compressive Strength of Fly Ash Based Concrete Using Individual and Ensemble Algorithm

by Ayaz Ahmad, Furqan Farooq, Pawel Niewiadomski, Krzysztof Ostrowski, Arslan Akbar, Fahid Aslam, Rayed Alyousef
Published 2021-02-01

Compressive Strength of Fly-Ash-Based Geopolymer Concrete by Gene Expression Programming and Random Forest

by Mohsin Ali Khan, Shazim Ali Memon, Furqan Farooq, Muhammad Faisal Javed, Fahid Aslam, Rayed Alyousef
Published 2021-01-01

A Comparative Study of Random Forest and Genetic Engineering Programming for the Prediction of Compressive Strength of High Strength Concrete (HSC)

by Furqan Farooq, Muhammad Nasir Amin, Kaffayatullah Khan, Muhammad Rehan Sadiq, Muhammad Faisal Javed, Fahid Aslam, Rayed Alyousef
Published 2020-10-01

Geopolymer Concrete Compressive Strength via Artificial Neural Network, Adaptive Neuro Fuzzy Interface System, and Gene Expression Programming With K-Fold Cross Validation

by Mohsin Ali Khan, Adeel Zafar, Furqan Farooq, Muhammad Faisal Javed, Rayed Alyousef, Hisham Alabduljabbar, M. Ijaz Khan
Published 2021-05-01

Experimental Investigation of Hybrid Carbon Nanotubes and Graphite Nanoplatelets on Rheology, Shrinkage, Mechanical, and Microstructure of SCCM

by Furqan Farooq, Arslan Akbar, Rao Arsalan Khushnood, Waqas Latif Baloch Muhammad, Sardar Kashif Ur Rehman, Muhammad Faisal Javed
Published 2020-01-01

Applications of Gene Expression Programming for Estimating Compressive Strength of High-Strength Concrete

by Fahid Aslam, Furqan Farooq, Muhammad Nasir Amin, Kaffayatullah Khan, Abdul Waheed, Arslan Akbar, Muhammad Faisal Javed, Rayed Alyousef, Hisham Alabdulijabbar
Published 2020-01-01

A Comparative Study for the Prediction of the Compressive Strength of Self-Compacting Concrete Modified with Fly Ash

by Furqan Farooq, Slawomir Czarnecki, Pawel Niewiadomski, Fahid Aslam, Hisham Alabduljabbar, Krzysztof Adam Ostrowski, Klaudia Śliwa-Wieczorek, Tomasz Nowobilski, Seweryn Malazdrewicz
Published 2021-08-01

A comparative study on performance evaluation of hybrid GNPs/CNTs in conventional and self-compacting mortar

by Furqan Farooq, Sardar Kashif Ur Rahman, Arslan Akbar, Rao Arsalan Khushnood, Muhammad Faisal Javed, Rayed alyousef, Hisham alabduljabbar, Fahid aslam
Published 2020-02-01

Applications of Gene Expression Programming and Regression Techniques for Estimating Compressive Strength of Bagasse Ash based Concrete

by Muhammad Faisal Javed, Muhammad Nasir Amin, Muhammad Izhar Shah, Kaffayatullah Khan, Bawar Iftikhar, Furqan Farooq, Fahid Aslam, Rayed Alyousef, Hisham Alabduljabbar
Published 2020-08-01

New Prediction Model for the Ultimate Axial Capacity of Concrete-Filled Steel Tubes: An Evolutionary Approach

by Muhammad Faisal Javed, Furqan Farooq, Shazim Ali Memon, Arslan Akbar, Mohsin Ali Khan, Fahid Aslam, Rayed Alyousef, Hisham Alabduljabbar, Sardar Kashif Ur Rehman
Published 2020-08-01