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researcher

Justin A. Sirignano

9 papers hereh-index 4150 citations17 works total

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

author position
  • first author2
  • middle author4
  • last author3

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.flu-dyn9
same name
  • Justin A. Sirignano — 19 papers, h 16
  • Justin A. Sirignano — 10 papers, h 4

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
20212026
most citedEmbedded training of neural-network sub-grid-scale turbulence models

69 citations · 116 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

physics.flu-dyn2024

Online Optimisation of Machine Learning Collision Models to Accelerate Direct Molecular Simulation of Rarefied Gas Flows

Nicholas Daultry Ball, Jonathan F. MacArt, Justin Sirignano

We develop an online optimisation algorithm for in situ calibration of collision models in simulations of rarefied gas flows. The online optimised collision models are able to achi…

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