2 papers
cs.AI2026
EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
Junwei Luo, Shuai Yuan, Zhenya Yang +3
Earth Observation (EO) forecasting aims to predict future Earth surface dynamics from satellite observations under changing meteorological conditions. In this paper, we view this t…
cs.LG2025
Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting
Qingdi Yu, Zhiwei Cao, Ruihang Wang +5
Time series forecasting is crucial for applications like resource scheduling and risk management, where multi-step predictions provide a comprehensive view of future trends. Uncert…