Tokamaks

Princeton's PACMAN saw a plasma instability coming 200 milliseconds ahead

PPPL's framework closes a full control loop in about 20 milliseconds, which gives it roughly ten passes of warning before the instability it predicted would have arrived, on a real tokamak in five experiments.