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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 2017 · math.OCShow all

1 paper · 2 filters

math.OC2017★ 14 cited

Stochastic Multi-objective Optimization on a Budget: Application to multi-pass wire drawing with quantified uncertainties

Piyush Pandita, Ilias Bilionis, Jitesh Panchal +3

Design optimization of engineering systems with multiple competing objectives is a painstakingly tedious process especially when the objective functions are expensive-to-evaluate c…

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