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researcher

Julian M. Urban

20 papers hereh-index 13573 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7
  • last author13

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • hep-lat16
  • hep-ph3
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedReconstructing QCD Spectral Functions with Gaussian Processes

75 citations · 460 across the 20 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2019★ 71 cited

Spectral Reconstruction with Deep Neural Networks

Lukas Kades, Jan M. Pawlowski, Alexander Rothkopf +5

We explore artificial neural networks as a tool for the reconstruction of spectral functions from imaginary time Green's functions, a classic ill-conditioned inverse problem. Our a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.