Predictive modeling through physics‐informed neural networks for analyzing the thermal distribution in the partially wetted wavy fin

• Published in: Zeitschrift für angewandte Mathematik und Mechanik Vol. 104; no. 8
• Main Authors: Karthik, Kalachar, Sowmya, Ganeshappa, Sharma, Naman, Kumar, Chandan, Ravikumar Shashikala, Varun Kumar, Alur Shivaprakash, Siddesh, Muhammad, Taseer, Gill, Harjot Singh
• Format: Journal Article
• Language: English
• Published: Weinheim Wiley Subscription Services, Inc 01.08.2024
• Subjects: Conduction heating; Dimensional analysis; Dimensionless analysis; Heat conductivity; Heat transfer; Neural networks; Parameters; Prediction models; Runge-Kutta method; Temperature dependence; Temperature ratio; Thermal conductivity; Wavy fins

The heat transport analysis and thermal distribution in partially wetted wavy profiled fin are investigated in the current study. Convective, radiative effects and temperature‐dependent thermal conductivity are all considered in this heat transfer analysis. The dimensional governing temperature equa...