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Kiwon Um

8 papers hereh-index 8711 citations24 works total

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

author position
  • first author4
  • middle author2
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.GR3
  • cs.LG3
  • physics.comp-ph1
  • physics.data-an1
same name
  • Kiwon Um — 5 papers, h 2

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
20172022
most citedSolver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers

130 citations · 216 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Exploring Physical Latent Spaces for High-Resolution Flow Restoration

Chloe Paliard, Nils Thuerey, Kiwon Um

We explore training deep neural network models in conjunction with physics simulations via partial differential equations (PDEs), using the simulated degrees of freedom as latent s…

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