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Super-resolving normalising flows for lattice field theories

We propose a renormalisation group inspired normalising flow that combines benefits from traditional Markov chain Monte Carlo methods and standard normalising flows to sample lattice field theories. Specifically, we use samples from a coarse lattice field theory and learn a stochastic map to the tar...

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Bibliografiska uppgifter
Huvudupphov: Marc Bauer, Renzo Kapust, Jan Martin Pawlowski, Finn Leon Temmen
Materialtyp: Artigo
Språk:Inglês
Utgiven: SciPost 2025-09-01
Serie:SciPost Physics
Länkar:https://scipost.org/SciPostPhys.19.3.077
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