Search Results for author: Zeying Gong

Found 2 papers, 2 papers with code

PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting

1 code implementation4 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.

NWP Post-processing Precipitation Forecasting

PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting

2 code implementations1 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.

Time Series Time Series Forecasting

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