Neural equilibria for long-term prediction of nonlinear conservation laws. - Jose Antonio Lara Benitez; Junyi Guo; Kareem Hegazy; Ivan Dokmanic; Michael W. Mahoney; Maarten V. de Hoop (CoRR, 2025)

Powerformer: A Transformer with Weighted Causal Attention for Time-series Forecasting. - Kareem Hegazy; Michael W. Mahoney; N. Benjamin Erichson (CoRR, 2025)