Power System Cybersecurity Securing the Smart Grid: How AI and Physics-Informed Networks Combat Cyber Attacks Explore how Physics-Informed Neural Networks (PINNs) with adaptive loss weighting enhance power system state estimation, protecting smart grids from sophisticated False Data Injection Attacks without adversarial training.