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Ilias Bilionis

27 papers hereh-index 303.1k citations135 works total

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

author position
  • sole author1
  • first author2
  • middle author17
  • last author7

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.CV3
  • math.OC3
  • physics.comp-ph3
  • cs.MA2
  • physics.data-an2
same name
  • Ilias Bilionis — 6 papers, h 2
  • Ilias Bilionis — 2 papers, h 1
  • Ilias Bilionis — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedDeep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification

485 citations · 878 across the 26 of their papers we have counts for

collaborators
Showing 2010Show all

1 paper · 1 filter

math-ph2010★ 1 cited

Free energy computations by minimization of Kullback-Leibler divergence: an efficient adaptive biasing potential method for sparse representations

I. Bilionis, P. S. Koutsourelakis

The present paper proposes an adaptive biasing potential for the computation of free energy landscapes. It is motivated by statistical learning arguments and unifies the tasks of b…

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