Mehrdad Bahrami

A new method of black-box fuzzy system identification optimized by genetic algorithm and its application to predict mixture thermal properties

Arash Karimipour, Quang-Vu Bach, Wei He, 2019, International Journal of Numerical Methods for Heat & Fluid Flow.

Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties

Seyed Amin Bagherzadeh, Shahab S. Band, K. Chau, 2022, Engineering Applications of Computational Fluid Mechanics.

Propose a new approach of fuzzy lookup table method to predict Al2O3/deionized water nanofluid thermal conductivity based on achieved empirical data

Seyed Amin Bagherzadeh, Q. Bach, M. Goodarzi, 2019, Physica A: Statistical Mechanics and its Applications.

Development of the ANN–KIM composed model to predict the nanofluid energetic thermal conductivity via various types of nano-powders dispersed in oil

Seyed Amin Bagherzadeh, A. Karimipour, Mehrdad Bahrami, 2020, Journal of Thermal Analysis and Calorimetry.

Minimize pressure drop and maximize heat transfer coefficient by the new proposed multi-objective optimization/statistical model composed of “ANN + Genetic Algorithm” based on empirical data of CuO/paraffin nanofluid in a pipe

Seyed Amin Bagherzadeh, A. Karimipour, Mehrdad Bahrami, 2019, Physica A: Statistical Mechanics and its Applications.

Develop 24 dissimilar ANNs by suitable architectures & training algorithms via sensitivity analysis to better statistical presentation: Measure MSEs between targets & ANN for Fe–CuO/Eg–Water nanofluid

Seyed Amin Bagherzadeh, M. Afrand, M. Goodarzi, 2019, Physica A: Statistical Mechanics and its Applications.

An experimental study on rheological behavior of hybrid nanofluids made of iron and copper oxide in a binary mixture of water and ethylene glycol: Non-Newtonian behavior

M. Afrand, A. Karimipour, Mehrdad Bahrami, 2016 .

Develop Boltzmann equation to simulate non‐Newtonian magneto‐hydrodynamic nanofluid flow using power law magnetic Reynolds number

A. D'Orazio, Q. Bach, A. Karimipour, 2020 .

Investigation of energy performance in a U-shaped evacuated solar tube collector using oxide added nanoparticles through the emitter, absorber and transmittal environments via discrete ordinates radiation method

Arash Karimipour, Atefeh Amindoust, Marjan Goodarzi, 2019, Journal of Thermal Analysis and Calorimetry.

Nonlinear function estimation fuzzy system (NFEFS) as a novel statistical approach to estimate nanofluids’ thermal conductivity according to empirical data

Seyed Amin Bagherzadeh, Zhe Tian, M. Safaei, 2019, International Journal of Numerical Methods for Heat & Fluid Flow.