Hurricane Beryl hovers over the Caribbean Sea on 2 July 2024. The WSINDy (Weak form Sparse Identification of Nonlinear Dynamics) algorithm could help improve forecasts of such phenomena and provide new insights into the underlying physics of weather. Credit: ABI imagery from NOAA GOES-16 Long-term weather forecasting is a difficult task, partly because weather systems are inherently chaotic. Though mathematical equations can approximate the underlying phys