1 code implementation • 4 Oct 2023 • Yujin Tang, Jiaming Zhou, Xiang Pan, Zeying Gong, Junwei Liang
To address these limitations, we introduce the PostRainBench, a comprehensive multi-variable NWP post-processing benchmark consisting of three datasets for NWP post-processing-based precipitation forecasting.
2 code implementations • 1 Oct 2023 • Zeying Gong, Yujin Tang, Junwei Liang
Although the Transformer has been the dominant architecture for time series forecasting tasks in recent years, a fundamental challenge remains: the permutation-invariant self-attention mechanism within Transformers leads to a loss of temporal information.
Ranked #1 on Time Series Forecasting on ETTh2 (336) Multivariate