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Flow-Aware Simulation Technique (FAST) for AI-Enabled, Physics-Integrated Turbulence Computations

STC Seminar Hall, Dept. of Aerospace Engineering

Data-driven approaches have generated tremendous excitement in turbulence modeling, but enthusiasm has often outpaced scientific rigor. Many current AI/ML turbulence models lack physical interpretability, exhibit limited generalizability across flow regimes, and do not reflect the true dynamical nature of turbulence. A new strategy is needed—one that leverages AI while remaining fully compliant with the physics […]

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