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researcher

Hwijae Son

9 papers hereh-index 11537 citations22 works total

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

author position
  • sole author1
  • first author2
  • middle author2
  • last author3

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • math.NA7
  • cs.LG2
same name
  • Hwijae Son — 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
20192026
most citedThe Deep Minimizing Movement Scheme

13 citations · 30 across the 8 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

math.NA2026

A Neural JKO Scheme for Hellinger-Kantorovich Gradient Flows via Monge-Growth Pairs

Geuntaek Seo, Cheolhyeong Kim, Hwijae Son +1

We develop a mesh-free neural JKO scheme for advection-reaction-diffusion equations with a gradient-flow structure in the Hellinger-Kantorovich (HK) geometry of unbalanced optimal…

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