Yongmei Zhang

BOA-LSTM: a lightweight LSTM model integrating bayesian optimization and attention mechanism for real-time extreme flood early warning

Ocean-Kansformer: A model combining KAN and transformer for ocean forecasting

A multivariate ocean forecasting model combining Kolmogorov-Arnold Networks (KAN), Transformer and Transformer is proposed based on Pangu-Weather to accurately capture and predict complex associations among ocean multi-variables to provide accurate and stable ocean forecasts.