Multidimensional machine learning algorithms to learn liquid velocity inside a cylindrical bubble column reactor

por Meisam Babanezhad, Azam Marjani, Saeed Shirazian
Publicado 2020

Bubbly flow prediction with randomized neural cells artificial learning and fuzzy systems based on k–ε turbulence and Eulerian model data set

por Meisam Babanezhad, Mahboubeh Pishnamazi, Azam Marjani, Saeed Shirazian
Publicado 2020

Velocity prediction of nanofluid in a heated porous pipe: DEFIS learning of CFD results

por Meisam Babanezhad, Iman Behroyan, Azam Marjani, Saeed Shirazian
Publicado 2021

Pressure and temperature predictions of Al2O3/water nanofluid flow in a porous pipe for different nanoparticles volume fractions: combination of CFD and ACOFIS

por Meisam Babanezhad, Iman Behroyan, Azam Marjani, Saeed Shirazian
Publicado 2021

Prediction of velocity profile of water based copper nanofluid in a heated porous tube using CFD and genetic algorithm

por Tiziana Ciano, Massimiliano Ferrara, Meisam Babanezhad, Afrasyab Khan, Azam Marjani
Publicado 2021

Performance and application analysis of ANFIS artificial intelligence for pressure prediction of nanofluid convective flow in a heated pipe

por Meisam Babanezhad, Iman Behroyan, Ali Taghvaie Nakhjiri, Azam Marjani, Saeed Shirazian
Publicado 2021

Evaluation of product of two sigmoidal membership functions (psigmf) as an ANFIS membership function for prediction of nanofluid temperature

por Meisam Babanezhad, Ali Taghvaie Nakhjiri, Azam Marjani, Mashallah Rezakazemi, Saeed Shirazian
Publicado 2020

Prediction of gas velocity in two-phase flow using developed fuzzy logic system with differential evolution algorithm

por Meisam Babanezhad, Samyar Zabihi, Iman Behroyan, Ali Taghvaie Nakhjiri, Azam Marjani, Saeed Shirazian
Publicado 2021

Thermal prediction of turbulent forced convection of nanofluid using computational fluid dynamics coupled genetic algorithm with fuzzy interface system

por Meisam Babanezhad, Iman Behroyan, Ali Taghvaie Nakhjiri, Mashallah Rezakazemi, Azam Marjani, Saeed Shirazian
Publicado 2021

Liquid temperature prediction in bubbly flow using ant colony optimization algorithm in the fuzzy inference system as a trainer

por Meisam Babanezhad, Iman Behroyan, Ali Taghvaie Nakhjiri, Azam Marjani, Amir Heydarinasab, Saeed Shirazian
Publicado 2020

Ability of neural network cells in learning teacher motivation scale and prediction of motivation with fuzzy logic system

por Zahra Pourtousi, Sadaf Khalijian, Afsaneh Ghanizadeh, Meisam Babanezhad, Ali Taghvaie Nakhjiri, Azam Marjani, Saeed Shirazian
Publicado 2021

Investigation on performance of particle swarm optimization (PSO) algorithm based fuzzy inference system (PSOFIS) in a combination of CFD modeling for prediction of fluid flow

por Meisam Babanezhad, Iman Behroyan, Ali Taghvaie Nakhjiri, Azam Marjani, Mashallah Rezakazemi, Amir Heydarinasab, Saeed Shirazian
Publicado 2021