Neural Posterior Unfolding
Published in Journal of Instrumentation, 2026
In this work we develop a neural-network approach to detector unfolding that produces full posterior distributions over true-level observables, going beyond point estimates and improving the propagation of statistical and systematic uncertainties.
† Corresponding author.
Recommended citation: F. T. Acosta, J. Chan, K. Desai, V. Mikuni, B. Nachman, J. Pan†, F. Rubbo. (2026). "Neural Posterior Unfolding." JINST 21, P03004.
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