Machine Learning Postdoctoral Researcher

Muhammad Jawad, Ph.D.

# ****************@*****.***, *****************@*****.***

+86-198********,+92-313-*******,

https://www.researchgate.net/profile/Muhammad-Jawad-18 wxid 72fmrebogxxk22

Current Address: Room 501, Building 10, Huashan Garden, Jiangnan Youth City No.11,Focheng west Road. Permanent Address: Mohallah Parrah Village Kalukhan District Swabi and Tehsil Razar, Peshawar, KPK, Pakistan. Sex: Male

Date of birth: 01-01-1988

Age: 37

Nationality: Pakistani

Marital Status: Married

Education

Postdoctoral Fellowship 2023–2025

College of Mechanics and Engineering Science, Hohai University, Nanjing, China Supervisor: Prof. Dr. Zhuojia Fu

Ph.D. in Mathematics 2014–2019

Abdul Wali Khan University, Mardan, KPK, Pakistan Thesis: Analytical and Numerical Solutions of Darcy-Forchheimer Flow of MHD Nanofluid Thin Film

M.Sc. in Mathematics 2009–2011

Abdul Wali Khan University, Mardan, KPK, Pakistan Focus: Advanced Mathematical Methods, Fluid Dynamics, Computational Methods

Employment

Lecturer of Mathematics 10 Nov 2013 – 31 Dec 2019

The Paradise School & College, Shewa Adda (Swabi), Pakistan Taught mathematics to high school and college students

Lecturer of Mathematics (Visiting) 17 Feb 2020 – 03 Mar 2021 University of Swabi, KPK, Pakistan Delivered lectures on advanced mathematics topics Assistant Professor (Fixed Pay) 26 Oct 2021 – 20 Apr 2022 University of Swabi, KPK, Pakistan Conducted research and published papers in reputed journals Lecturer of Mathematics (Visiting) Fall 2022 – Spring 2023 University of Swabi, KPK, Pakistan Mentored students in academic and research projects Skills

• Programming: MATLAB, Mathematica, Maple

• Research Areas:Fluid, Fluid Mechanics, Nanofluids, Computational Fluid Mechanics, Computational Fluid Dynamics, Thermodynamics and Heat Transfer, CFD-Simulation, Magnetohydrodynamics,EMHD,Engineering Thermal Conductivity and Heat Capacity, Numerical Simulation.

• Languages: English (Official), Urdu (National), Pashto (Native) 1

Publications

• Jawad, M., Shah, Z., Islam, S., Majdoubi, J., Tlili, I., Khan, W., & Khan, I. (2019). Impact of Nonlinear Thermal Radiation and the Viscous Dissipation Effect on the Unsteady Three-Dimensional Rotating Flow of Single-Wall Carbon Nanotubes with Aqueous Suspensions. Symmetry, 11(2), 207. https://doi.org/10.3390/ sym11020207

• Jawad, M., Shah, Z., Islam, S., Khan, W., & Khan, A. (2019). Nanofluid thin film Flow of Sisko Fluid and Variable Heat Transfer over an Unsteady Stretching Surface With External Magnetic Field. Journal of Algorithms & Computational Technology. https://doi.org/10.1177/1748301819832456

• Jawad, M., Shah, Z., Khan, A., Islam, S., & Ullah, H. (2019). Three-dimensional magnetohydrodynamic nanofluid thin-film flow with heat and mass transfer over an inclined porous rotating disk. Advances in Me- chanical Engineering, 11(8), 1–11. https://doi.org/10.1177/1687814019869757

• Jawad, M., Shah, Z., Khan, A., Khan, W., Kumam, P., & Islam, S. (2019). Entropy generation and heat transfer analysis in MHD unsteady rotating flow for aqueous suspensions of carbon nanotubes with nonlinear thermal radiation and viscous dissipation effect. Entropy, 21(5), 492. https://doi.org/10.3390/e21050492

• Jawad, M., Shah, Z., Islam, S., Bonyah, E., & Khan, A. (2019). Darcy-Forchheimer Flow of MHD Nanofluid thin Film Flow with Joule dissipation and Navier’s partial slip. Journal of Physics Communications. https:

//doi.org/10.1088/2399-6528/aaeddf

• Saeed, A., Shah, Z., Islam, S., Jawad, M., Ullah, A., Gul, T., & Kumam, P. (2019). Three-Dimensional Casson nanofluid thin film flow over an inclined rotating disk with the impact of heat generation/consumption and thermal Radiation. Coatings, 9(4), 248. https://doi.org/10.3390/coatings9040248

• Saeed, A., Tassaddiq, A., Khan, A., Jawad, M., Deebani, W., Shah, Z., & Islam, S. (2020). Darcy-Forchheimer MHD Hybrid Nanofluid Flow and Heat Transfer Analysis over a Porous Stretching Cylinder. Coatings, 10(4), 391. https://doi.org/10.3390/coatings10040391

• Khan, A., Shah, Z., Kumam, P., Islam, S., Zubair, M., & Jawad, M. (2020). Radiative Mixed Convection flow for Maxwell Nanofluid over a stretching Cylinder with joule Heating and Heat Source/sink effects. Scientific Reports. https://doi.org/10.1038/s41598-020-74393-2

• Jawad, M., Saeed, A., Khan, A., & Islam, S. (2020). MHD bioconvection Darcy-Forchheimer flow of Casson nanofluid over a rotating disk with entropy optimization. Heat Transfer, 1–29. https://doi.org/10.1002/ htj.21973

• Jawad, M., Saeed, A., Shah, Z., Islam, S., & Kumam, P. (2020). An Optimal Analysis for MHD Darcy- Forchheimer Boundary Layer Radiative Flow past a Porous Medium. Computational and Mathematical Methods. https://doi.org/10.1002/cmm4.1136

• Jawad, M., Saeed, A., Kumam, P., Shah, Z., & Khan, A. (2021). Analysis of boundary layer MHD Darcy- Forchheimer radiative nanofluid flow with soret and dufour effects by means of marangoni convection. Case Studies in Thermal Engineering, 23, 100792. https://doi.org/10.1016/j.csite.2020.100792

• Jawad, M., Saeed, A., Khan, A., Gul, T., Zubair, M., & Shah, S. A. A. (2020). Unsteady bioconvection Darcy- Forchheimer nanofluid flow through a horizontal channel with impact of magnetic field and thermal radiation. Heat Transfer, 1–25. https://doi.org/10.1002/htj.22026

• Jawad, M., Saeed, A., & Gul, T. (2021). Entropy Generation for MHD Maxwell Nanofluid Flow Past a Porous and Stretching Surface with Dufour and Soret Effects. Brazilian Journal of Physics. https://doi.org/10. 1007/s13538-020-00835-x

• Khan, A., Saeed, A., Gul, T., Mukhtar, S., Ali, I., & Jawad, M. (2021). Radiative swirl motion of hydromagnetic Casson nanofluid flow over rotary cylinder using Joule dissipation impact. Physica Scripta.

• Jawad, M., Saeed, A., Gul, T., & Khan, A. (2021). Magneto hydrodynamic Flow of Nanofluid Model over a Curved Exponentially Stretching Surface. Heat Transfer. 2

• Jawad, M., Saeed, A., Tassaddiq, A., Khan, A., Gul, T., Kumam, P., & Shah, Z. (2021). Insight into the dynamics of second grade hybrid radiative nanofluid flow within the boundary layer subject to Lorentz force. Scientific Reports. https://doi.org/10.1038/s41598-021-84144-6

• Gul, T., Jawad, M., & Saeed, A. (2021). Bio convectional Nano fluid flow due to the Thermophoresis and Gyrotactic Microorganism between the gap of a Disk and Cone. Brazilian Journal of Physics.

• Jawad, M., Saeed, A., Gul, T., Shah, Z., & Kumam, P. (2021). Unsteady thermal Maxwell power law nanofluid flow subject to forced thermal Marangoni Convection. Scientific Reports. https://doi.org/10. 1038/s41598-021-86865-0

• Jawad, M., Saeed, A., Zubair, M., & Khan, A. (2021). Analytical Study of MHD Mixed Convection Flow for Maxwell Nanofluid with Variable Thermal Conductivity and Soret, Dufour Effects. AIP Advance.

• Jawad, M., Saeed, A., Bilal, M., Gul, T., Khan, A., & Nasir, S. (2021). The impact of magnetohydrodynamic on bioconvection nanofluid flow due to gyrotactic microorganisms with chemical reaction with convective boundary conditions. Engineering Research Express, 3, 015030.

• Gul, T., Ali, B., Alghamdi, W., Nasir, S., Saeed, A., Kumam, P., Mukhtar, S., Kumam, W., & Jawad, M.

(2021). Mixed convection stagnation point flow of the blood based hybrid nanofluid around a rotating sphere. Scientific Reports. https://doi.org/10.1038/s41598-021-86868-x

• Shah, Z., Alzahrani, E., Jawad, M., & Khan, U. (2020). Microstructure and Inertial Characteristics of MHD Suspended SWCNTs and MWCNTs Based Maxwell Nanofluid Flow with Bio-Convection and Entropy Gener- ation Past a Permeable Vertical Cone. Coatings, 10(10), 998. https://doi.org/10.3390/coatings10100998

• Jawad, M., Khan, A., & Shah, S. A. A. (2021). Examination of Couple Stress Hybrid Nanoparticles (CuO- Cu/Blood) as a Targeted Drug Carrier with Magnetic Effects Through Porous Sheet. Brazilian Journal of Physics. https://doi.org/10.1007/s13538-021-00930-7

• Alharbi, F. M., Naeem, M., Zubair, M., Jawad, M., Jan, W. U., & Jan, R. (2021). Bioconvection Due to Gyrotactic Microorganisms in Couple Stress Hybrid Nanofluid Laminar Mixed Convection Incompressible Flow with Magnetic Nanoparticles and Chemical Reaction as Carrier for Targeted Drug Delivery Through Porous Stretching Sheet. Molecules, 26. https://doi.org/10.3390/molecules26133954

• Saeed, A., Jawad, M., Alghamdi, W., Nasir, S., Gul, T., & Kumam, P. (2021). Hybrid Nanofluid flow through a Spinning Darcy-Forchheimer Porous Space with Thermal Radiation. Scientific Reports.

• Jawad, M., Jan, R., Boulaaras, S., Amin, I., Shah, N. A., & Idris, S. A. (2021). Unsteady Electrohydrodynamic Stagnation Point Flow of Hybrid Nanofluid Past a Convective Heated Stretch/Shrink Sheet. Advances in Mathematical Physics.

• Zubair, M., Jawad, M., Bonyah, E., & Jan, R. (2021). MHD Analysis of Couple Stress Hybrid Nanofluid Free Stream over a Spinning Darcy-Forchheimer Porous Disc under the Effect of Thermal Radiation. Journal of Applied Mathematics.

• Khan, Z., Jawad, M., Bonyah, E., Khan, N., & Jan, R. (2022). Magnetohydrodynamic Thin Film Flow through a Porous Stretching Sheet with the Impact of Thermal Radiation and Viscous Dissipation. Mathematical Problems in Engineering.

• Jan, R., Boulaaras, S., Alyobi, S., Rajagopal, K., & Jawad, M. (2022). Fractional dynamics of the transmission phenomena of dengue infection with vaccination. Discrete and Continuous Dynamical Systems - Series S.

• Jan, R., Boulaaras, S., Jawad, M., & Rajagopal, K. (2023). Effect of virotherapy treatment on the dynamics of tumor growth through fractional calculus. Transactions of the Institute of Measurement and Control, 45(15), 2981–2996.

• Jan, R., Boulaaras, S., Alyobi, S., & Jawad, M. (2023). Transmission dynamics of Hand–Foot–Mouth Dis- ease with partial immunity through non-integer derivative. International Journal of Biomathematics, 16(06), 2250115.

• Jan, R., Boulaaras, S., Ahmad, H., Jawad, M., Zubair, S., & Abdalla, M. (2023). A robust study of tumor- immune cells dynamics through non-integer derivative. Fractal and Fractional, 7(2), 164. 3

• Jan, R., Y uzba sı, S ., Attaullah, A., Jawad, M., & Jan, A. (2024). Fractional derivative analysis of Asthma with the effect of environmental factors. Sigma Journal of Engineering and Natural Sciences, 42(1), 177–188.

• Khan, Z., Jan, R., Jawad, M., & Hussain, F. (2023). Radiation heat transfer of hybrid nanofluid stagnation point flow across a stretching porous cylinder. Thermal Science and Engineering, 6(2), 2595.

• Srivastava, H. M., Khan, Z., Mohammed, P. O., Al-Sarairah, E., Jawad, M., & Jan, R. (2022). Heat transfer of buoyancy and radiation on the free convection boundary layer MHD flow across a stretchable porous sheet. Energies, 16(1), 58.

• Khan, Z., Srivastava, H. M., Mohammed, P. O., Jawad, M., Jan, R., & Nonlaopon, K. (2022). Thermal bound- ary layer analysis of MHD nanofluids across a thin needle using non-linear thermal radiation. Mathematical Biosciences and Engineering, 19(12), 14116–14141.

• Jawad, M., Khan, Z., Bonyah, E., & Jan, R. (2022). Analysis of Hybrid Nanofluid Stagnation Point Flow over a Stretching Surface with Melting Heat Transfer. Mathematical Problems in Engineering.

• Jawad, M., Boulaaras, S., Jan, R., Shah, N. A., & Zubair, S. A. (2022). Analytic Simulation for Magnetohy- drodynamic Unsteady Buongiorno Model Hybrid Nanofluid Flow over Stretching. Advances in Mathematical Physics.

• Khan, A., Jawad, M., Nasir, F., & Ali, I. (2024). Influences of Gyrotactic Microorganisms and Nonlinear Mixed Bio-Convection on Hybrid Nanofluid Flow over an Inclined Extending Plate with Porous Effects. Journal of Heat and Mass Transfer Research, 11(1), 151–166.

• Jawad, M., Gul, M., Fu, Z., Ali, M., Muhammad, T., & Khan, W. A. (2025). Cattaneo-Christov Heat Flux Model of Darcy Forchheimer flow with thermal convection and radiation effects. Journal of Radiation Research and Applied Sciences, 18(1), 101272.

• Jawad, M., Zafar, H., Fu, Z., Alshehery, S., Junaid, M., & Khan, I. (2025). Physics-informed neural networks for rotating EMHD flow of Jeffrey hybrid nanofluid with arrhenius activation energy and mass convections. Expert Systems with Applications, 126517.

• Jawad, M., Fu, Z., Khan, H., Ali, M., Khan, W. A., Abu-Jrai, A., & Muhammad, T. (2025). Bio-convection in tri-hybrid nanofluid flow with Arrhenius activation energy: Incorporating the Cattaneo-Christov heat flux model. Journal of Radiation Research and Applied Sciences, 18(1), 101296.

• Jawad, M., Khan, W., Fu, Z., Ali, M., Khan, W. A., Birkea, F. M. O., & Oroud, Y. (2025). Chemical reaction impact and Buongiorno Model of Trihybrid Nanofluid Blood flow in a squeezed porous Channel using the Levenberg–Marquardt neural network algorithm. Results in Engineering.

• Jawad, M., Khan, W., Fu, Z., Ali, M., Khan, W. A., Malak N., Muhammad T. (2025). Entropy optimization and Joule heating in Darcy-Forchheimer fluid flow past a moving needle with variable thermal conductivity and radiation effects. Journal of Radiation Research and Applied Sciences, 18 (2), 101343 .

• Jawad M, Fu Z, Alqahtani AA, Khan I. Impact of thermal radiation and variable thermal conductivity on Buongiorno model of bioconvection magnetohydrodynamic (MHD) flow around a slender needle. Journal of Radiation Research and Applied Sciences,2025 Jun 1;18(2):101519. Conferences and Seminars

• 1st International Conference on Software Engineering and Computing Disciplines,November 2019, University of Swabi, Pakistan.

• The 13th Green’s Function Seminar, November 2023, Hohai University, Nanjing, China.

• The Fourth International Conference on Data-Driven Computing and Machine Learning in Engineering (DACOMA- 24), October 2024, Hohai University, Nanjing, China. References

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• Dr. Zhuojia Fu

Professor, College of Mechanics and Engineering Science, Hohai University, Nanjing, China Email: **********@***.***.**

Phone: +86-138********

• Dr. Aurangzeb Khan

Professor, Abdul Wali Khan University, Mardan, Pakistan Email: *********@*****.***.**

Phone: +92-333-*******

• Dr. Muhammad Ahsan

Assistant Professor, University of Swabi, Swabi, Pakistan Email: ********@*******.***.**

Phone: +92-344-*******

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