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Keywords: Physics-informed neural network
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Journal Articles
Robust physics-informed neural network and swarm-based modeling of subcooled flow boiling pressure drop in metal foam tubes
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International Journal of Intelligent Computing and Cybernetics (2025) 18 (4): 676–705.
Published: 18 September 2025
...Orhan Ali Nooruldeen; Shahram Azizifar; Ahmed Ghareeb; Ali Hussein Abdulkarim; Mohamed M. Awad Purpose To develop a hybrid machine-learning framework that integrates a Physics-Informed Neural Network (PINN) with Particle Swarm Optimization (PSO)–tuned regression models to deliver fast, accurate...
