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hep-ph2024
The Monte Carlo replica method: investigating the effects of non-linearity
Mark N. Costantini
This paper presents an in-depth mathematical analysis of the Monte Carlo replica method, commonly used in global fitting studies within the high-energy physics theory field. For th…
hep-ph2024
A critical study of the Monte Carlo replica method
Mark N. Costantini, Maeve Madigan, Luca Mantani +1
We present a detailed mathematical study of the Monte Carlo replica method as applied in the global fitting literature from the high-energy physics theory community. For the first…
hep-ph2024★ 1 cited
SIMUnet: an open-source tool for simultaneous global fits of EFT Wilson coefficients and PDFs
Mark N. Costantini, Elie Hammou, Zahari Kassabov +5
We present the open-source SIMUnet code, designed to fit Standard Model Effective Field Theory (SMEFT) Wilson coefficient alongside Parton Distribution Functions (PDFs) of the prot…