Author

Mustafa Bayram

Observed name: M. Bayram

ORCID: 0000-0002-2994-7201

Observed ORCID: 0000-0002-2994-7201

OpenAlex ID: A5123337909

Machine learning analysis for bioconvection and thermal enhancement in CNTs-water based Boger hybrid nanofluid with oxytactic and gyrotactic microorganisms

2026 · Munawar Abbas, Abdulbasit A. Darem, et al. · Applied Water Science · 6

Artificial neural network surrogate for Ellis hybrid nanofluid with Soret-Dufour effects and Joule heating: Enhance heat and mass transfer

2026 · Saba Liaqat, Hameed Ullah, et al. · Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems · 3

Bayesian-regularized neural network analysis of heat and mass transfer in ternary hybrid nanofluid with motile microorganisms: Thermodynamic optimization

2026 · Munawar Abbas, Ansar Abbas, et al. · Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems · 3

Radial basis dual-layer neural network approach for solving nonlinear food web models

2026 · Zulqurnain Sabir, Joy Andraos, et al. · Journal of Engineering Research · 3

Physics-informed neural network analysis of kerosene-based penta-hybrid nanofluid flow and heat transfer

2026 · Basim M. Makhdoum, Hina Zahir, et al. · Discover Nano · 2

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Hybrid machine learning fractional-order framework for mammographic tumor characterization integrating growth dynamics and malignancy prediction

2026 · David Amilo, Khadijeh Sadri, et al. · Discover Artificial Intelligence · 2

Numerical investigation of gyrotactic microbes and dust particles in bioconvective flow of hybrid nanofluid over a sheet with elastic deformation and Cattaneo-Christov heat flux

2026 · Munawar Abbas, Saba Liaqat, et al. · Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems · 2

An artificial neural network based on radial basis methodology using delay effects in the Parkinson's disease model

2026 · Zulqurnain Sabir, Ikram Bichbich, et al. · Computational Biology and Chemistry · 2

Discrete Chebyshev polynomials for two-dimensional fractional optimal control problems involving Caputo-Hadamard derivative

2026 · M. H. Heydari, T. Baghban, et al. · International Journal of Systems Science · 2

Design-oriented modeling of Cattaneo–Christov flux and solar radiation on propylene glycol based trihybrid-nanofluid through solar panel: Applications in solar energy

2026 · Munawar Abbas, Durdana Rustamova Farkhad, et al. · Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems · 1

A hybrid machine learning framework using fractional order dynamics to predict fish toxicity in aquatic ecosystems

2026 · David Amilo, Khadijeh Sadri, et al. · Discover Artificial Intelligence

Streamline and Isotherm Visual Analysis of Darcy–Forchheimer von Karman Spinning Flow of Maxwell Fluid Over a Stretching Disk With Quadratic Temperature‐Dependent Heat Source

2026 · Ebrahem A. Algehyne, Mounirah Areshi, et al. · Asia-Pacific Journal of Chemical Engineering

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Climate-specific 3E design and optimization of a solar-assisted ground-source heat pump in different climates, toward nearly zero energy buildings

2026 · Shanshan Liu, Jialing Li, et al. · International Communications in Heat and Mass Transfer

Fractal–fractional model for analysis of tuberculosis infection using Ethiopia incidence data

2026 · Kumama Regassa Cheneke, Fatmawati Fatmawati, et al. · Quantitative Biology

Statistical Regression Analysis of Ohmic Heating Effects on Transient Tetra-Hybrid Nanofluid Flow

2026 · Syed M. Hussain, Hijaz Ahmad, et al. · Results in Engineering

A machine learning approach to modeling computer virus dynamics with partial immunization: A scale conjugate gradient neural network

2026 · Zulqurnain Sabir, M.A. Abdelkawy, et al. · Journal of Engineering Research

Heat transfer and optimized entropy explanation of nanofluid flow via stretchable nonparallel plates depending on Soret and Dufour diffusions

2026 · Laiq Zada, Rashid Nawaz, et al. · Proceedings of the Institution of Mechanical Engineers Part N Journal of Nanomaterials Nanoengineering and Nanosystems

Works count: 17

Citation count: 26

H-index: 3

I10-index: