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cs.LG2025
PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series
Haobo Li, Eunseo Jung, Zixin Chen +4
Multimodal time series forecasting is foundational in various fields, such as utilizing satellite imagery and numerical data for predicting typhoons in climate science. However, ex…
cs.LG2024★ 4 cited
CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting
Haobo Li, Zhaowei Wang, Jiachen Wang +3
Forecasting weather and climate events is crucial for making appropriate measures to mitigate environmental hazards and minimize losses. However, existing environmental forecasting…