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Juno Nam

16 papers hereh-index 5119 citations18 works total

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

author position
  • first author4
  • middle author12

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci6
  • physics.chem-ph6
  • cond-mat.stat-mech2
  • cs.LG2
same name
  • Juno Nam — 3 papers, h 3
  • Juno Nam — 3 papers, h 3
  • Juno Nam — 2 papers, 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
20242026
most citedLearning Collective Variables with Synthetic Data Augmentation through Physics-Inspired Geodesic Interpolation

13 citations · 22 across the 16 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

physics.chem-ph2025

Transferable Learning of Reaction Pathways from Geometric Priors

Juno Nam, Miguel Steiner, Max Misterka +3

Identifying minimum-energy paths (MEPs) is crucial for understanding chemical reaction mechanisms but remains computationally demanding. We introduce MEPIN, a scalable machine-lear…

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