Concepedia

Julian M. Urban

JM

12

Publications

372

Citations

11

H-Index

2020

Active since

Affiliations

Heidelberg University(Current)

The NSF AI Institute for Artificial Intelligence and Fundamental Interactions

Massachusetts Institute of Technology

Google DeepMind (United Kingdom)

Argonne National Laboratory

Julian M. Urban is an author at Heidelberg University specializing in lattice field theory, physics, and natural sciences.

ORCID

Top concepts

Publications per year

2020–2024

12

Publications

12

Reconstructing QCD spectral functions with Gaussian processes

Jan Horak, Jan M. Pawlowski, J. Rodríguez–Quintero et al. · Physical review. D/Physical review. D. · 2022 · 68 citations · Full text

Spectral reconstruction with deep neural networks

Lukas Kades, Jan M. Pawlowski, Alexander Rothkopf et al. · Physical review. D/Physical review. D. · 2020 · 66 citations · Full text

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Towards novel insights in lattice field theory with explainable machine learning

Stefan Blücher, Lukas Kades, Jan M. Pawlowski et al. · Physical review. D/Physical review. D. · 2020 · 45 citations · Full text

Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions

Ryan Abbott, Michael S. Albergo, Denis Boyda et al. · Physical review. D/Physical review. D. · 2022 · 44 citations · Full text

Flow-based sampling in the lattice Schwinger model at criticality

Michael S. Albergo, Denis Boyda, K. Cranmer et al. · Physical review. D/Physical review. D. · 2022 · 34 citations · Full text

, , +16

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