Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos - Kalra, Dayal Singh; He, Tianyu; Barkeshli, Maissam (International Conference on Learning Representations, 2025)