Spectral-Aware Text-to-Time Series Generation with Billion-Scale Multimodal Meteorological Data

Shijie Zhang

Text-to-time-series generation is particularly important in meteorology, where natural language offers intuitive control over complex, multi-scale atmospheric dynamics. Existing ap…