Wenjing Li

TCN-attention: a temporal convolutional network with self-attention mechanism for streamflow prediction in Chinese River Basins

TCN-Attention is proposed, integrating Temporal Convolutional Networks with multi-head self-attention for weekly streamflow prediction, employing dilated causal convolutions to capture multi-scale temporal patterns, while the self-attention module dynamically identifies informative time steps.