Manousos Valyrakis

Statistical Detectability Does Not Imply Predictive Value: Testing Physics-Based Corrections in a Reduced-Order Model of Sediment-Particle Motion

Physics-based correction terms in reduced-order models are often motivated by statistically detectable structure in model residuals, but statistical detectability does not guarantee out-of-sample predictive value. Here, statistical detectability means reproducible evidence that a...