Differentiable MadNIS-Lite

Differentiable programming opens exciting new avenues in particle physics, also affecting future event generators. These new techniques boost the performance of current and planned MadGraph implementations. Combining phase-space mappings with a set of very small learnable flow elements, MADNIS-Lite,...

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Bibliographic Details
Main Author: Theo Heimel, Olivier Mattelaer, Tilman Plehn, Ramon Winterhalder
Format: Article
Language:English
Published: SciPost 2025-01-01
Series:SciPost Physics
Online Access:https://scipost.org/SciPostPhys.18.1.017