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researcher

R. Grout

5 papers hereh-index 272.3k citations92 works total

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

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph2
  • cs.LG1
  • physics.flu-dyn1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedData recovery in computational fluid dynamics through deep image priors

4 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

2 papers · 1 filter

physics.comp-ph2019

Deep learning for presumed probability density function models

Marc T. Henry de Frahan, Shashank Yellapantula, Ryan King +2

In this work, we use ML techniques to develop presumed PDF models for large eddy simulations of reacting flows. The joint sub-filter PDF of mixture fraction and progress variable i…

physics.comp-ph2018

An adaptive timestepping methodology for particle advance in coupled CFD-DEM simulations

Hariswaran Sitaraman, Ray Grout

An adpative integration technique for time advancement of particle motion in the context of coupled computational fluid dynamics (CFD) - discrete element method (DEM) simulations i…

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