AI4EarthLab,专注于地球科学领域的AI研究与应用,提供从观测数据处理、数据同化、地球系统预测的全链条AI解决方案。
This is the official repository for the paper "Accurate initial field estimation for weather forecasting with a variational-constrained neural network" published on npj Climate and Atmospheric Science.
This is the official repository for the paper "A Four-Dimensional Variational Informed Generative Adversarial Network for Data Assimilation" published in Journal of Advances in Modeling Earth Systems
This is the official repository for the paper "A Four-Dimensional Variational Constrained Neural Network-Based Data Assimilation Method" published in Journal of Advances in Modeling Earth Systems