Stochastic alignment in heat and fluid flow over a circular cylinder with physics informed neural network: A second order optimization perspective

Colloids and Surfaces A Physicochemical and Engineering Aspects 2026

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Authors: Muhammad Imran Khan, Almakki Mohammed, Mohammed El Khider, Alnadhief H.A. Alfedeel, Muhammad Nazim
DOI: 10.1016/j.colsurfa.2026.141069
Cited by: 1
References: 35

Fields of Study & Subjects

Fluid Dynamics and Vibration Analysis Model Reduction and Neural Networks Probabilistic and Robust Engineering Design

Publication details

Journal / source
Colloids and Surfaces A Physicochemical and Engineering Aspects
Publisher
Elsevier BV
Volume
749
Pages
141069–141069
Publication date
15 June 2026
Language
EN