Weighted Birkhoff Averages Accelerate Data-Driven Methods

Maria Bou-Sakr-El-Tayar, Jason J. Bramburger, Matthew J. Colbrook

Many data-driven algorithms in dynamical systems rely on ergodic averages that converge painfully slowly. One simple idea changes this: taper the ends. Weighted Birkhoff averages c…