Shengchao Chen

Awesome-Foundation-Models-for-Weather-and-Climate. A comprehesive survey about foundation models for weather and cliamte data understanding.

FFTS. [AAAI'25] The implementation of paper "Federated Foundation Models on Heterogeneous Time Series" | The first work to explore time series foundation models on federated setting.

MetePFL. [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.

FedPoD. Official implement for IJCAI'24 paper ''Federated Prompt Learning for Weather Foundation Models on Devices''.

LM-Weather. [NeurIPS'24]Official implementation for Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Model

FeDaL. [ICLR'26] Official implementation for Federated Dataset Learning for General Time Series Foundation Models