NeuroForge: Self-Auditing Neural CFD Surrogates with Calibrated Physics-Residual Trust

Ali Jabbary, Kasra Ghanavati

Machine-learning surrogates for computational fluid dynamics (CFD) predict steady flow fields far faster than classical solvers, but emit a single field with no built-in way to kno…