DAWIS: Data Assimilation with Windowed Inverse Sampling via Multitask Interpolants

Erik Wikingsson, Martin Andrae, Tomas Landelius +1

Flow- and diffusion-based generative models have recently emerged as flexible and highly efficient forecasting models for dynamical systems. When combined with inference-time guida…