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Kiwon Um

5 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 author2
  • middle author2

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.GR2
  • cs.LG1
  • 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

most citedScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning

56 citations · 77 across the 3 of their papers we have counts for

collaborators
Showing cs.GRShow all

2 papers · 1 filter

cs.GR2020★ 56 cited

ScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning

Marie-Lena Eckert, Kiwon Um, Nils Thuerey

In this paper, we present ScalarFlow, a first large-scale data set of reconstructions of real-world smoke plumes. We additionally propose a framework for accurate physics-based rec…

cs.GR2020★ 17 cited

Perceptual Evaluation of Liquid Simulation Methods

Kiwon Um, Xiangyu Hu, Nils Thuerey

This paper proposes a novel framework to evaluate fluid simulation methods based on crowd-sourced user studies in order to robustly gather large numbers of opinions. The key idea f…

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