[A-TT49] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT49-P05] Efficient Generative Downscaling of Climate Extremes: Optimizing DDPM Ensembles for Heatwaves and Cold Spells

*Shailesh Kumar Jha¹, Vivek Gupta¹, Priyank J. Sharma², Anurag Mishra³, Saksham Joshi⁴ (1. IIT Mandi, 2. IIT Indore, 3. NRSC New Delhi, 4. NRSC Hyderabad)

キーワード：Denoising Diffusion Probabilistic Models (DDPMs), Climate Downscaling, Uncertainty Quantification, Generative AI, Ensemble Learning, Extreme Weather Events