2 papers
cs.LG2025
DK-STN: A Domain Knowledge Embedded Spatio-Temporal Network Model for MJO Forecast
Hongliang Li, Nong Zhang, Zhewen Xu +4
Understanding and predicting the Madden-Julian Oscillation (MJO) is fundamental for precipitation forecasting and disaster prevention. To date, long-term and accurate MJO predictio…
cs.LG2024
HiHa: Introducing Hierarchical Harmonic Decomposition to Implicit Neural Compression for Atmospheric Data
Zhewen Xu, Baoxiang Pan, Hongliang Li +1
The rapid development of large climate models has created the requirement of storing and transferring massive atmospheric data worldwide. Therefore, data compression is essential f…