EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting

EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting

EO-WM is a video diffusion transformer for multispectral Earth Observation forecasting that incorporates physically informed conditioning frameworks to better capture weather-drive…

Hugging Face · Daily Papers ·Junwei Luo, Shuai Yuan · ·▲ 2 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Junwei Luo, Shuai Yuan, Zhenya Yang, Yansheng Li, Zhe Liu, Hengshuang Zhao

  • 2 upvotes da comunidade
  • Temas: video diffusion transformer, multispectral EO forecasting, physically informed conditioning framework, meteorological forcing, climatological baseline, weather anomalies

Resumo

Resumo original (em inglês), extraído do paper:

EO-WM is a video diffusion transformer for multispectral Earth Observation forecasting that incorporates physically informed conditioning frameworks to better capture weather-driven uncertainties in land-surface dynamics.

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