Reconstructing S-matrix Phases with Machine Learning. - Aurélien Dersy; Matthew D. Schwartz; Alexander Zhiboedov (CoRR, 2023)

Simplifying polylogarithms with machine learning. - Aurélien Dersy; Matthew D. Schwartz; Xiaoyuan Zhang (Int. J. Data Sci. Math. Sci., 2023)

Learning the Simplicity of Scattering Amplitudes. - Clifford Cheung; Aurélien Dersy; Matthew D. Schwartz (CoRR, 2024)

Analytic Regression of Feynman Integrals from High-Precision Numerical Sampling. - Oscar Barrera; Aurélien Dersy; Rabia Husain; Matthew D. Schwartz; Xiaoyuan Zhang (CoRR, 2025)