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cs.CE2026
Conditional Distribution Estimation of Building Characteristics with Diffusion Models for Urban Energy Modeling
Saumya Sinha, Alexandre Cortiella, Rawad El Kontar +3
Understanding current energy consumption behavior in communities is critical for informing future energy use decisions and enabling efficient energy management. Urban energy models…
cs.CE2025
On the Effectiveness of Neural Operators at Zero-Shot Weather Downscaling
Saumya Sinha, Brandon Benton, Patrick Emami
Machine learning (ML) methods have shown great potential for weather downscaling. These data-driven approaches provide a more efficient alternative for producing high-resolution we…