IPSL-AID: Generative Diffusion Models for Climate Downscaling from Global to Regional Scales

1. 1Train a denoising diffusion probabilistic model on global climate data
2. 2Use the trained model to generate high-resolution regional climate projections
3. 3Evaluate the performance of the model using metrics such as accuracy and reliability
4. 4Integrate the IPSL-AID tool into existing climate modeling workflows

Climate researchers and data scientists on a team can benefit from IPSL-AID as it provides high-resolution projections for informed decision-making, and software engineers can contribute to the development and integration of the tool

💡 IPSL-AID can provide high-resolution climate projections at regional scales, addressing the limitations of conventional global climate models

🌎️ IPSL-AID: Generative diffusion models for climate downscaling! 🌈