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1. Awesome-Foundation-Models-for-Weather-and-Climate Awesome-Foundation-Models-for-Weather-and-Climate Public

   A comprehesive survey about foundation models for weather and cliamte data understanding.

   299 38

2. PCF-Bench-Eval PCF-Bench-Eval Public

   [NeurIPS'26 E&D Track] Evaluation suite for PCFBench: How Far Can Large Vision-Language Models Go in Physics-aware Photonic Inverse Design?

   Python

3. FeDaL FeDaL Public

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

   Python 6

4. FFTS FFTS Public

   [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.

   Python 24 4

5. LM-Weather LM-Weather Public

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

   Python 5 1

6. MetePFL MetePFL Public

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

   Python 14 2