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researcher

Emma Hannula

3 papers hereh-index 25 citations4 works total

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

author position
  • first author2
  • middle author1

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

fields
  • stat.AP3

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedA Log-Gaussian Cox Process with Sequential Monte Carlo for Line Narrowing in Spectroscopy

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

collaborators
Showing 2026Show all

1 paper · 1 filter

stat.AP2026

Identifiability and amortized inference limitations in Kuramoto models

Emma Hannula, Jana de Wiljes, Matthew T. Moores +2

Bayesian inference is a powerful tool for parameter estimation and uncertainty quantification in dynamical systems. However, for nonlinear oscillator networks such as Kuramoto mode…

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