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hep-ph2023★ 2 cited
Flow Away your Differences: Conditional Normalizing Flows as an Improvement to Reweighting
Malte Algren, Tobias Golling, Manuel Guth +2
We present an alternative to reweighting techniques for modifying distributions to account for a desired change in an underlying conditional distribution, as is often needed to cor…
hep-ph2023
Topological Reconstruction of Particle Physics Processes using Graph Neural Networks
Lukas Ehrke, John Andrew Raine, Knut Zoch +2
We present a new approach, the Topograph, which reconstructs underlying physics processes, including the intermediary particles, by leveraging underlying priors from the nature of…