Julian M. Urban

Orcid: 0000-0003-1213-1967

According to our database1, Julian M. Urban authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Practical applications of machine-learned flows on gauge fields.
CoRR, 2024

Applications of flow models to the generation of correlated lattice QCD ensembles.
CoRR, 2024

2023
Normalizing flows for lattice gauge theory in arbitrary space-time dimension.
CoRR, 2023

2022
Aspects of scaling and scalability for flow-based sampling of lattice QCD.
CoRR, 2022

Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions.
CoRR, 2022

Flow-based density of states for complex actions.
CoRR, 2022

Flow-based sampling in the lattice Schwinger model at criticality.
CoRR, 2022

2021
Flow-based sampling for fermionic lattice field theories.
CoRR, 2021

2020
Reducing autocorrelation times in lattice simulations with generative adversarial networks.
Mach. Learn. Sci. Technol., 2020

Towards Novel Insights in Lattice Field Theory with Explainable Machine Learning.
CoRR, 2020

2019
Spectral Reconstruction with Deep Neural Networks.
CoRR, 2019


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