...Mohammadali Fakhri; Mohammad Hassan Saidi; Mohamad Ali Bijarchi Purpose Using artificial intelligence to model two-phase flow could significantly impact the field of computational science. In this study, neural networks are used to simulate two-phase flow. A new neural network architecture...

... to influence the work reported in this paper. 21 07 2025 12 09 2025 29 09 2025 © 2025 Emerald Publishing Limited 2025 Emerald Publishing Limited Licensed re-use rights only Artificial intelligence Peristaltic propulsion Microfluidic heat transfer Double diffusion Casson...

... are used. Results, performance, accuracy and correlation are examined with neural networking, Levenberg-Marquardt, machine learning, artificial intelligence (AI) algorithms and linear regression. Findings Numerical and graphical results are presented to observe the impact of physical parameters...

... of the temperature history at one or more interior points (the effect). This paper demonstrates two novel approaches to the inverse problems. These approaches use two artificial intelligence mechanisms: neural network and genetic algorithm. Examples shown in this paper give a comparison of results obtained by both...