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Publications

2023

1. Prediction of hydrogen yield from supercritical gasification process of sewage sludge using machine learning and particle swarm hybrid strategy

MNA Khan, ZU Haq, H Ullah, SR Naqvi, U Ahmed, M Zaman, NAS Amin International Journal of Hydrogen Energy

2.Optimization based comparative study of machine learning methods for the prediction of bio-oil produced from microalgae via pyrolysis

H Ullah, ZU Haq, SR Naqvi, MNA Khan, M Ahsan, J Wang Journal of Analytical and Applied Pyrolysis, 105879

3. Applications of machine learning in thermochemical conversion of biomass-A review

ZU Haq, H Ullah, MNA Khan, SR Naqvi, A Ahad, NAS Amin Bioresource Technology 363, 128008

2022

4. Comparative study of machine learning methods integrated with genetic algorithm and particle swarm optimization for bio-char yield prediction

ZU Haq, H Ullah, MNA Khan, SR Naqvi, A Ahad, NAS Amin Bioresource Technology 363, 128008

5. Hydrogen production optimization from sewage sludge supercritical gasification process using machine learning methods integrated with genetic algorithm

ZU Haq, H Ullah, MNA Khan, SR Naqvi, M Ahsan Chemical Engineering Research and Design 184, 614-626

6. Artificial neural networks for the prediction of biochar yield: A comparative study of metaheuristic algorithms

M Khan, Z Ullah, O Mašek, SR Naqvi, MNA Khan Bioresource technology 355, 127215

7. An integrated framework of data-driven, metaheuristic, and mechanistic modeling approach for biomass pyrolysis

Z Ullah, M Khan, SR Naqvi, MNA Khan, W Farooq, MW Anjum, MW Yaqub, Process Safety and Environmental Protection 162, 337-345