@article{UBHD-69010905,
  author={Abbott, Ryan and Albergo, Michael S. and Boyda, Denis and Cranmer, Kyle and Hackett, Daniel C. and Kanwar, Gurtej and Racanière, Sébastien and Rezende, Danilo J. and Romero-López, Fernando and Shanahan, Phiala E. and Tian, Betsy and Urban, Julian M.},
  title={Gauge-equivariant flow models for sampling in lattice field theories with pseudofermions},
  year={2022},
  pages={1-15},
  language={eng},
  issn={2470-0029},
  volume={106},
  note={Gesehen am 27.01.2023},
  journal={Physical review},
  doi={10.1103/PhysRevD.106.074506},
}
@article{UBHD-68973471,
  author={Albergo, Michael S. and Boyda, Denis and Cranmer, Kyle and Hackett, Daniel C. and Kanwar, Gurtej and Racanière, Sébastien and Rezende, Danilo J. and Romero-López, Fernando and Shanahan, Phiala E. and Urban, Julian M.},
  title={Flow-based sampling in the lattice Schwinger model at criticality},
  year={2022},
  pages={1-6},
  language={eng},
  issn={2470-0029},
  volume={106},
  note={Online ver{\"o}ffentlicht am 29. Juli 2022 ; Gesehen am 10.01.2022},
  journal={Physical review},
  doi={10.1103/PhysRevD.106.014514},
}
@article{UBHD-68934111,
  author={Albergo, Michael S. and Kanwar, Gurtej and Racanière, Sébastien and Rezende, Danilo Jimenez and Urban, Julian M. and Boyda, Denis and Cranmer, Kyle and Hackett, Daniel C. and Shanahan, Phiala E.},
  title={Flow-based sampling for fermionic lattice field theories},
  year={2021},
  pages={1-25},
  language={eng},
  issn={2470-0029},
  volume={104},
  note={Gesehen am 23.06.2022},
  journal={Physical review},
  doi={10.1103/PhysRevD.104.114507},
}
@article{UBHD-68591329,
  author={Bl{\"u}cher, Stefan and Kades, Lukas and Pawlowski, Jan M. and Strodthoff, Nils and Urban, Julian M.},
  title={Towards novel insights in lattice field theory with explainable machine learning},
  year={2020},
  language={eng},
  issn={2470-0029},
  volume={101(2020},
  note={Gesehen am 26.06.2020},
  journal={Physical review},
  doi={10.1103/PhysRevD.101.094507},
}
@article{UBHD-68920422,
  author={Horak, Jan and Pawlowski, Jan M. and Rodríguez-Quintero, José and Turnwald, Jonas and Urban, Julian M. and Wink, Nicolas and Zafeiropoulos, Savvas},
  title={Reconstructing QCD spectral functions with Gaussian processes},
  year={2022},
  pages={1-12},
  language={eng},
  issn={2470-0029},
  volume={105},
  note={Gesehen am 19.05.2022},
  journal={Physical review},
  doi={10.1103/PhysRevD.105.036014},
}
@article{UBHD-68745118,
  author={Kades, Lukas and Pawlowski, Jan M. and Rothkopf, Alexander and Scherzer, Manuel and Urban, Julian M. and Wetzel, Sebastian and Wink, Nicolas and Ziegler, Felix P. G.},
  title={Spectral reconstruction with deep neural networks},
  year={2020},
  pages={1-19},
  language={eng},
  issn={2470-0029},
  volume={102},
  note={Gesehen am 07.06.2021},
  journal={Physical review},
  doi={10.1103/PhysRevD.102.096001},
}
@incollection{UBHD-68924874,
  author={Pawlowski, Jan M. and Urban, Julian M.},
  title={Flow-based density of states for complex actions},
  year={2022},
  pages={1-8},
  language={eng},
  note={Gesehen am 28.09.2022},
  booktitle={De.arxiv.org},
  doi={10.48550/arXiv.2203.01243},
}
@article{UBHD-69103029,
  author={Spitz, Daniel and Urban, Julian M. and Pawlowski, Jan M.},
  title={Confinement in non-Abelian lattice gauge theory via persistent homology},
  year={2023},
  pages={1-22},
  language={eng},
  issn={2470-0029},
  volume={107},
  note={Gesehen am 01.08.2023},
  journal={Physical review},
  doi={10.1103/PhysRevD.107.034506},
}
@book{UBHD-68956627,
  author={Urban, Julian M.},
  title={Breaking through computational barriers in lattice QCD with artificial intelligence},
  address={Heidelberg},
  year={2022},
  pages={1 Online-Ressource (iii, 169 Seiten)},
  language={eng},
  school={Dissertation,  Ruperto-Carola-University of Heidelberg,  2022},
  doi={10.11588/heidok.00031926},
  url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-319268},
  library={UB},
}
@book{UBHD-68965279,
  author={Urban, Julian M.},
  organization={Universit{\"a}t Heidelberg},
  title={Breaking through computational barriers in lattice QCD with artificial intelligence},
  address={Heidelberg},
  year={2022},
  pages={iii, 169 Seiten},
  language={eng},
  school={Dissertation,  Ruperto-Carola-University of Heidelberg,  2022},
  library={UB [Signatur: 2022 U 757]},
}
@incollection{UBHD-68340565,
  author={Urban, Julian M. and Pawlowski, Jan M.},
  title={Reducing autocorrelation times in lattice simulations with generative adversarial networks},
  year={2018},
  pages={9 S.},
  language={eng},
  note={Gesehen am 14.12.2018},
  booktitle={De.arxiv.org},
}