Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models

Yixuan Sun, Elizabeth Cucuzzella, Steven Brus +5

Modeling is crucial to understanding the effect of greenhouse gases, warming, and ice sheet melting on the ocean. At the same time, ocean processes affect phenomena such as hurrica…