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researcher

Nikolaos Stergiopulos

1 paper here

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

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
ORCID 0000-0002-0519-0160
same name
  • Nikolaos Stergiopulos — 3 papers, h 5

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 citedLearning in PINNs: Phase transition, diffusion equilibrium, and generalization

11 citations · 11 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2024★ 11 cited

Learning in PINNs: Phase transition, diffusion equilibrium, and generalization

Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos +1

We investigate the learning dynamics of fully-connected neural networks through the lens of the neural gradient signal-to-noise ratio (SNR), examining the behavior of first-order o…

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