Mr. Hassan Farooq Ahmed (MS NUST, Islamabad)

Associate Lecturer
MS Mechanical Engineering National University of Sciences and Technology, Islamabad, Pakistan 2020
BS Mechanical Engineering Capital University of Science and Technology, Islamabad, Pakistan 2018

Associate Lecturer Capital University of Science and Technology (CUST), Islamabad Since – 2021
Research Associate Capital University of Science and Technology (CUST), Islamabad 2020 – 2021
Member Pakistan Engineering Council
  1. Modeling high-dimensional fluid systems remains a challenging task. There is a need to increase the computational efficiency of conventional numerical procedures through techniques such as reduced-order modeling. However, representing high-dimensional dynamics in a reduced-subspace brings forth inherent instabilities in the reduced-model which cause the model to deviate significantly from the ground truth. My research work is aimed at the development of stable and accurate reduced-models of complex dynamics through emerging techniques such as data-driven and machine learning-based alternatives to classical physics-based approaches.

1. H. F. Ahmed, H. Farooq, I. Akhtar and Z. Bangash, “Machine Learning-based Reduced-Order Modeling of Hydrodynamic Forces using Pressure Mode Decomposition,” Proceedings of the Institute of Mechanical Engineers, Part G: Journal of Aerospace Engineering, 2021. (I.F. = 1.244)
2. H. F. Ahmed, F. K. Malik and M. M. Khan, “Influence of Passive Wake Control on Thermal-hydraulic Performance of a Cylinder Confined in Wavy Channel under High Blockage Ratios,” accepted for publication in Thermophysics and Aeromechanics. (I.F. = 0.423)
3. F. U. Hasnain, M. Irfan, M. M. Khan, L. A. Khan and H. F. Ahmed, “Melting Performance Enhancement of a Phase Change Material using Branched Fins and Nanoparticles for Energy Storage Applications,” Journal of Energy Storage, 2021. (I.F. = 3.762)
1. 1. H. F. Ahmed, F. K. Malik, I. Akhtar and Z. Bangash, “Application of Data-Driven and Physics Embedded Neural Networks in Wake Dominated Flows,” International Bhurban Conference on Applied Sciences & Technology, 2021.

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