Frequency-Aware Attention-LSTM for PM${}_{2.5}$ Time Series Forecasting

Jiahui Lu, Shuang Wu, Zhenkai Qin +1

To enhance the accuracy and robustness of PM${}_{2.5}$ concentration forecasting, this paper introduces FALNet, a Frequency-Aware LSTM Network that integrates frequency-domain decomp…