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Sanmun Kim

3 papers hereh-index 6169 citations12 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.comp-ph1
  • physics.optics1

identity via Semantic Scholar / OpenAlex

most citedPhysics-informed reinforcement learning for sample-efficient optimization of freeform nanophotonic devices

32 citations · 34 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 2 cited

Meent: Differentiable Electromagnetic Simulator for Machine Learning

Yongha Kim, Anthony W. Jung, Sanmun Kim +12

Electromagnetic (EM) simulation plays a crucial role in analyzing and designing devices with sub-wavelength scale structures such as solar cells, semiconductor devices, image senso…

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