FISR-EQL integrates equation learning into PDE-constrained optimization to discover compact analytical corrections for the SST model that reduce separation errors and generalize to unseen flows while preserving interpretability.
A Paradigm for Data-Driven Predictive Modeling Using Field Inversion and Machine Learning
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Field Inversion Symbolic Regression with Embedded Equation Learner for Interpretable Turbulence Model Correction
FISR-EQL integrates equation learning into PDE-constrained optimization to discover compact analytical corrections for the SST model that reduce separation errors and generalize to unseen flows while preserving interpretability.