Collaborative Research: Augmenting Continuous Data Assimilation to Perform Equation Discovery with Applications in Geophysics

Forecasting complex societally important systems such as weather, ocean currents, and groundwater flow remains a grand challenge, especially when models must account for noisy or incomplete data. Traditional physics-based models offer scientific interpretability but often rely on idealized assumptions that limit accuracy. Conversely, recent…