K. R. Jeevakamal

Hybrid attention-enhanced physics-informed neural framework for accurate electric vehicle range prediction

It was shown that the proposed PINN outperforms traditional neural networks in terms of accuracy (mean absolute errors), and the use of an attention mechanism emphasizes the role played by recent driving behavior in improving the predictive performance.