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Finite-Difference-Solution-of-Heat-Conduction-Equation-
Finite-Difference-Solution-of-Heat-Conduction-Equation- Public -
Average-Nusselt-Number-Prediction
Average-Nusselt-Number-Prediction PublicSynthetic CFD dataset for predicting average Nusselt number using machine learning models. Features include Reynolds number, Richardson number, Prandtl number, and nanoparticle volume fraction.
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Advanced-ML-for-CFD-Based-Heat-Transfer-Prediction
Advanced-ML-for-CFD-Based-Heat-Transfer-Prediction PublicThis project applies machine learning to predict the average Nusselt number using a multi-parameter CFD-inspired dataset. Multiple regression models are trained and compared to capture nonlinear he…
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ML-Based-Prediction-of-Aerodynamic-Coefficients-for-Airfoils-Across-Multiple-Flow-Regimes
ML-Based-Prediction-of-Aerodynamic-Coefficients-for-Airfoils-Across-Multiple-Flow-Regimes PublicThis project applies machine learning to predict airfoil lift and drag coefficients using flow conditions and geometric parameters. Multiple regression models are compared to capture nonlinear aero…
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Machine-Learning-Based-Prediction-of-Hemodynamic-Indicators-in-Arterial-Blood-Flow
Machine-Learning-Based-Prediction-of-Hemodynamic-Indicators-in-Arterial-Blood-Flow PublicDeveloped machine-learning surrogate models to predict hemodynamic indicators in arterial blood flow using geometry and flow parameters, with applications to cardiovascular disease analysis.
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