Preprint
Oct 2026
LeoNet: A Machine Learning Method for Binary Pulsar Classification
Binary pulsars provide valuable laboratories for testing theories of gravity, but orbital Doppler shifts complicate their detection. Fourier-domain acceleration and jerk searches address this challenge via matched filtering, but at substantial computational cost. We present LeoNet, a convolutional neural network that u...
Zhao-Cheng Gong, Jack White, Ze-Yu Yang et al.
· 0 citations