ProGen: A Novel Probabilistic Spatiotemporal Time Series Forecasting Framework Using Stochastic Differential Equations

ProGen is a new framework that leverages stochastic differential equations (SDEs) and diffusion-based generative modeling to improve the accuracy and uncertainty management of spatiotemporal time series forecasting, outperforming existing deterministic and probabilistic models.