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hep-ph2020
Event Generation with Normalizing Flows
Christina Gao, Stefan Hoeche, Joshua Isaacson +2
We present a novel integrator based on normalizing flows which can be used to improve the unweighting efficiency of Monte-Carlo event generators for collider physics simulations. I…
physics.comp-ph2020
i-flow: High-dimensional Integration and Sampling with Normalizing Flows
Christina Gao, Joshua Isaacson, Claudius Krause
In many fields of science, high-dimensional integration is required. Numerical methods have been developed to evaluate these complex integrals. We introduce the code i-flow, a pyth…