Guillaume Habault

Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data

Spatiotemporal data aggregated over regions or time windows at various resolutions demonstrate heterogeneous patterns and dynamics in each resolution. Meanwhile, the multi-resolution characteristic provides rich contextual information, which is critical for effective long-sequence forecasting. The i…