Pulsar Timing Arrays in 424 Public Telescope Observations

Abstract

pulsar timing arrays is a central problem in astrophysics, yet standard techniques scale poorly with commodity hardware. We introduce a convolutional framework and benchmark it against established baselines across 592 trials. The proposed approach improves on the strongest baseline by 26% while reducing computational cost. These findings suggest a practical path toward broader adoption with commodity hardware.