Neural Incremental Data Assimilation

M Blanke, R Fablet, M Lelarge - arXiv preprint arXiv:2406.15076, 2024 - arxiv.org
Data assimilation is a central problem in many geophysical applications, such as weather
forecasting. It aims to estimate the state of a potentially large system, such as the …

BharatBench: Dataset for data-driven weather forecasting over India

A Choudhury, J Panda, A Mukherjee - arXiv preprint arXiv:2405.07534, 2024 - arxiv.org
Advanced weather and climate models use numerical techniques on grided meshes to
simulate atmospheric and ocean dynamics, which are computationally expensive. Data …