Reza Beigzadeh

Education

PhD. in Chemical Engineering , Razi University , Iran (2012 - 2016)
Thesis title:

Courses

Bachelor Of Science

Computer Programming

Application of Mathematics in Chemical Engineering

Process Control

Engineering Mathematics

Master Of Science

Process Equipment Design

Computational Fluid Dynamics (CFD)

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Research activities

Journal Papers

Micromixing Enhancement in Micro Coiled Flow Inverters based on Experimental and CFD Analysis Mahtab Izadi, Masoud Rahimi, Reza Beigzadeh, Ammar Abdulaziz Alsairafi (2026)

Enhancing mixing efficiency in multi-impeller tanks through innovative CFD and artificial neural network approaches Reza Beigzadeh, Saber Soltanian, Yousef Azizpour (2025)

High-Precision Neuro-Fuzzy Modeling of Pressure Loss in Coiled Flow Inverters Using CFD Data Mahtab Izadi, Reza Beigzadeh, Masoud Rahimi (2025)

CFD simulation to evaluate the mixing quality by mixers with different blade shapes (1404)

Enhancing heat transfer efficiency in heat exchangers: A fusion of computational fluid dynamics and genetic algorithm for circular baffle optimization Reza Beigzadeh, Saber Soltanian, Donya Tofangchi (2025)

Comparison of Modeling with Fuzzy Logic Method and Mixture Design in Predicting the Formulation of Ziziphora Essential Oil Nanoemulsion Production (1403)

Comparison of neural network and factorial design in optimizing red mulberry juice turbidity reduction (1403)

Comparison of perceptron and radial basis function neural networks in modeling heat exchangers with rectangular helical channels (1403)

Investigating the Effect of Cross-Section on the Performance of Conical Coiled Tube Heat Exchangers by Computational Fluid Dynamics (1403)

Heat transfer enhancement of serpentine channels with twisted tape insert by computational fluid dynamics and artificial intelligence Saeid Salimi, Mohamad javad Mozoun, Reza Beigzadeh (2024)

Computational Fluid Dynamics and Fuzzy Logic for Modeling Conical Spiral Heat Exchangers Saber Soltanian, Reza Beigzadeh (2023)

Multi-objective optimization of helical baffles in the shell-and-tube heat exchanger by computational fluid dynamics and genetic algorithm MohammadRamin Daneshparvar, Reza Beigzadeh (2022)

Optimization of metal bio-acid leaching from mobile phone printed circuit boards using natural organic acids and H2O2 Rozhin Ozairy, Seyed Omid Rastegar, Reza Beigzadeh, Tingyue Gu (2022)

Multi-objective optimization of different channel shapes in heat exchangers Saeid Salimi, Reza Beigzadeh (2021)

An Intelligent Approach to Predict the Viscosity of Water/Glycerin Containing Cu Nanoparticles: Neuro-Fuzzy Inference System (ANFIS) Model Reza Beigzadeh (2021)

Influence of co/counter arrangements of multiple twisted-tape bundles on heat transfer intensification Smith Eiamsa-ard, Wayo Changcharoen, Reza Beigzadeh, Petpices Eiamsa-ard, Khwanchit Wongcharee, Varesa Chuwattanakul (2021)

Fuzzy logic to thermal and friction characteristics of turbulent air-flow over diamond-shaped turbulators Reza Beigzadeh, Smith Eiamsa-ard (2021)

Developing genetic algorithm-based neural networks and sensitivity analysis for thermal conductivity of natural gases Reza Beigzadeh, Rozhin Ozairy (2020)

Optimization of Helical Microreactors by a Genetic Algorithm Technique Reza Beigzadeh, Mahtab Izadi, Masoud Rahimi (2020)

Ultrasound-assisted leaching of spent lithium ion batteries by natural organic acids and H2O2 Mehdi Esmaeili, Seyed Omid Rastegar, Reza Beigzadeh, Tingyue Gu (2020)

Genetic algorithm multi-objective optimization of a thermal system with three heat transfer enhancement characteristics Reza Beigzadeh, Smith Eiamsa-ard (2020)

Assessment of Cr (VI) biosorption from aqueous solution by artificial intelligence Reza Beigzadeh, Seyed Omid Rastegar (2020)

Computational fluid dynamics study and GA modeling approach of the bend angle effect on thermal-hydraulic characteristics in zigzag channels Saeid Salimi, Reza Beigzadeh (2019)

Developing predictive models for analysis the heat transfer in sinusoidal wavy channels Reza Beigzadeh, Rozhin Ozairy (2019)

The CFD Providing Data for Adaptive Neuro-Fuzzy to Model the Heat Transfer in Flat and Discontinuous Fins Reza Beigzadeh (2019)

Evaluation of micromixing in helically coiled microreactors using artificial intelligence approaches Mahtab Izadi, Masoud Rahimi, Reza Beigzadeh (2019)

Estimation of LLE Data for Binary Systems of N-formylmorpholine with Alkanes Using Artificial Neural Network–Genetic Algorithm (ANN–GA) Model Reza Beigzadeh (2019)

An investigation of mixing performance in helically coiled microchannels by the Villermaux/Dushman reaction Mahtab Izadi, Masoud Rahimi, Reza Beigzadeh (2018)

GMDH-type neural network modeling and genetic algorithm-based multi-objective optimization of thermal and friction characteristics in heat exchanger tubes with wire-rod bundles Masoud Rahimi, Reza Beigzadeh, Mehdi Parvizi, Smith Eiamsa-ard (2017)

Computational fluid dynamic assists artificial neural network and genetic algorithm approaches for modeling the thermal and flow characteristics of air forced convection on interrupted plate fins Reza Beigzadeh, Masoud Rahimi, Omid Jafari, Ammar Alsairafi (2016)

Heat transfer and fluid flow modeling in serpentine microtubes using adaptive neuro-fuzzy approach Reza Beigzadeh, Marziyeh Hajialyani, Masoud Rahimi (2016)

A Modeling Study by Response Surface Methodology (RSM) and Artificial Neural Network (ANN) on Nitrobenzene Hydrogenation Optimization Using Rh Nanocatalyst Hassan Keypour, mohammad Noroozi, Alimorad Rashidi, Reza Beigzadeh (2015)

Application of artificial neural network and genetic algorithm approaches for prediction of flow characteristic in serpentine microchannels Masoud Rahimi, Marziyeh Hajialyani, Reza Beigzadeh, Ammar Alsairafi (2015)

Experimental and CFD Study of the Tube Configuration Effecton the Shell-Side Thermal Performance in a Shell and Helically Coiled Tube Heat Exchanger Reza Beigzadeh, Arsalan Parvareh, Masoud Rahimi (2015)

Application of ANN and GA for the prediction and optimization of thermal and flow characteristics in a rectangular channel fitted with twisted tape vortex generators Reza Beigzadeh, Masoud Rahimi, Mehdi Parvizi, Smith Eiamsa-ard (2013)

Application of artificial neural network for vapor liquid equilibrium calculation of ternary system including ionic liquid: Water, ethanol and 1-butyl-3-methylimidazolium acetate Alireza Fazlali, Parvaneh Koranian, Reza Beigzadeh, Masoud Rahimi (2013)

Experimental study and genetic algorithm-based multi-objective optimization of thermal and flow characteristics in helically coiled tube Reza Beigzadeh, Masoud Rahimi, Mehdi Parvizi (2013)

Prediction of thermal and fluid flow characteristics in helically coiled tubes using ANFIS and GA based correlations Reza Beigzadeh, Masoud Rahimi (2012)

Developing a feed forward neural network multilayer model for prediction of binary diffusion coefficient in liquids Reza Beigzadeh, Masoud Rahimi, Seyed Reza Shabanian (2012)

Prediction of heat transfer and flow characteristics in helically coiled tubes using artificial neural networks Reza Beigzadeh, Masoud Rahimi (2012)

Conference Papers

Simulation of Mild Combustion of Methane and Ethane Gases in Different Reactors by Using Computational Fluid Dynamics (1404)

Investigating the influence of the bend angle on the thermo-hydrodynamic performance of the fluid using CFD techniques and genetic algorithm (1403)

Presenting a power relation to estimate the friction factor in fluid flow on a v-cut static stirrer (1403)

Thermal performance of the square section conical tube using computational fluid dynamics and artificial neural network Reza Beigzadeh, Saber Soltanian (2023)

Investigating the influence of diameter and speed of mixer in a stirred tank reactor using computational fluid dynamics Reza Beigzadeh, Yousef Azizpour (2023)

Flow characteristic modeling in coiled flow inverters and helically coiled channels by CFD Reza Beigzadeh, Mahtab Izadi, Masoud Rahimi (2022)

Study of Thermal-Hydraulic Performance in a Spiral Channel Equipped with Twisted-Tape Insert Using Computational Fluid Dynamics Reza Beigzadeh, Saeid Salimi (2022)

Investigation of thermal-hydraulic performance in a serpentine channel equipped with twisted-tap insert using computational fluid dynamics Reza Beigzadeh, Saeid Salimi (2021)

Comparison of Thermal-Hydraulic Performance of V-bend, L-bend and U-bend Zigzag Channels using Computational Fluid Dynamics Saeid Salimi, Reza Beigzadeh (2021)

Evaluation of Nusselt number and friction factor in zigzag channel heat exchangers by neural networks Saeid Salimi, Reza Beigzadeh (2020)

Determination of a Pareto set for the corrugated channel heat exchangers using genetic algorithm procedure Reza Beigzadeh, Rozhin Ozairy (2020)

Experimental investigation and ANFIS modeling of the performance ratio in coiled microreactors for Villermaux/Dushman reaction Mahtab Izadi, Reza Beigzadeh, Masoud Rahimi (2018)

Developing GMDH-Type Neural Network Models for Interrupted Plate Fins Reza Beigzadeh (2018)

Modeling of Heat Transfer Characteristic of Serpentine Microchannels Using Artificial Neural Network and Genetic Algorithm Analysis Masoud Rahimi, Reza Beigzadeh, Marziyeh Hajialyani (2015)

Computational Fluid Dynamics and Artificial Neural Network Modeling of Air Forced Convection on Mini Fins Reza Beigzadeh, Marziyeh Hajialyani, Masoud Rahimi (2015)

Thermal–Hydraulic Performance Characteristic of the Helically Coiled Tube Heat Exchanger Reza Beigzadeh, Faezeh Mohammadi, Masoud Rahimi (2014)

Experimental study and adaptive neuro-fuzzy modeling of heat transfer in coiled tubes Reza Beigzadeh, Masoud Rahimi (2012)

Experimental and CFD study on thermal and fluid flow characteristics in helically coiled tubes Reza Beigzadeh, Babak Aghel, Seyed Reza Shabanian, Masoud Rahimi (2012)

Genetic algorithm modeling of a shell-and-coiled-tube heat exchanger Reza Beigzadeh, Mehran Dadfar, Babak Aghel, Masoud Rahimi (2012)

Theses

Simulation of a Desalination Unit for Operational Parameters Improvement and Variable Modeling Using Neural Network (1404)

شبیه سازی برج جذب دی اکسید کربن در محلول آبی سود سوزآور با استفاده از دینامیک سیالات محاسباتی Adel Majidi, Faranak Akhlaghiantab, Reza Beigzadeh (2025)

Simulation of gaseous mixture mild combustion using computational fluid dynamics (1403)

Simulation of high pressure reactor of ethylene conversion to low density polyethylene by using computatioanal fluid dynamics method (1403)

Post-fire mechanical properties of steel bolts using artificial intelligence (1402)

CFD simulation to check the quality of mixing by mixers with blades of different geometric shapes (1402)

Investigation of mixing in multi-mixer CSTR reactors by CFD simulation (1402)

Simulation and optimization of heat transfer in heat exchangers equipped with circular baffles by computational fluid dynamics and artificial intelligence techniques (1402)

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Research interests

Artificial Intelligence
Computational Fluid Dynamics (CFD)

Name: Sajad Karimi

AcademicLevel: Master

Field: Chemical engineering

Thesis:
Name: Mehdi Esmaeili

AcademicLevel: Master

Field: Chemical engineering

Thesis: optimization of sonobioleaching process for extraction of valuable metal from spent lithium ion batteries
Name: Said Salimi

AcademicLevel: Master

Field: Chemical Engineering

Thesis: Modeling and optimization of geometric parameters of rectangular, spiral and zigzag channels in heat exchangers by the techniques of Genetic Algorithm and Computational Fluid Dynamics

Head of department of Chemical engineering (1402 - present)

Reza Beigzadeh

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