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Julian M. Urban

Practical applications of machine-learned flows on gauge fields

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Apr 17, 2024
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Applications of flow models to the generation of correlated lattice QCD ensembles

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Jan 19, 2024
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Normalizing flows for lattice gauge theory in arbitrary space-time dimension

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May 03, 2023
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Aspects of scaling and scalability for flow-based sampling of lattice QCD

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Nov 14, 2022
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Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions

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Jul 18, 2022
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Flow-based density of states for complex actions

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Mar 02, 2022
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Flow-based sampling in the lattice Schwinger model at criticality

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Feb 23, 2022
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Flow-based sampling for fermionic lattice field theories

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Jun 10, 2021
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Towards Novel Insights in Lattice Field Theory with Explainable Machine Learning

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Mar 03, 2020
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Spectral Reconstruction with Deep Neural Networks

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May 10, 2019
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