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Ilias Bilionis

6 papers hereh-index 220 citations14 works total

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

author position
  • last author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • eess.SY1
  • math-ph1
  • physics.comp-ph1
  • stat.AP1
same name
  • Ilias Bilionis — 27 papers, h 30
  • 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
20242026
most citedBayesian neural networks with interpretable priors from Mercer kernels

1 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

eess.SY2026

Bayesian thermal digital twin for a space habitat subjected to an impact event

Sreehari Manikkan, Seungho Rhee, Herta Montoya +3

Space habitats may experience disruptive events, such as micro-meteorite impacts, that can induce structural damage and thermal anomalies in the interior environment, requiring res…

stat.AP2026

Modeling diesel output particulate matter as the Ornstein-Uhlenbeck process

Maxwell Bolt, Alex Alberts, Akash S. Desai +2

Diesel engine particulate matter (PM) is one of the most challenging emission constituents to predict. As engines become cleaner and emissions levels drop, manufacturers need relia…

physics.comp-ph2026

Bayesian identification of fibrous insulation thermal conductivity towards design of spacecraft thermal protection systems

Alex Alberts, Akshay Jacob Thomas, Kamran Daryabeigi +1

The design of spacecraft thermal protection systems (TPS) requires accurate knowledge of thermal transport properties across wide ranges of temperature and pressure. For fibrous in…

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