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researcher

J. Vanhatalo

18 papers hereh-index 283k citations109 works total

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

author position
  • first author4
  • middle author7
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • stat.ME7
  • stat.ML4
  • stat.AP3
  • cs.LG1
  • math.ST1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedBayesian Modeling with Gaussian Processes using the GPstuff Toolbox

35 citations · 153 across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ME2024★ 3 cited

Bayesian Calibration and Uncertainty Quantification for a Large Nutrient Load Impact Model

Karel Kaurila, Risto Lignell, Frede Thingstad +2

Nutrient load simulators are large, deterministic, models that simulate the hydrodynamics and biogeochemical processes in aquatic ecosystems. They are central tools for planning co…

q-bio.PE2024★ 4 cited

Integrated population model reveals human and environment driven changes in Baltic ringed seal (Pusa hispida botnica) demography and behavior

Murat Ersalman, Mervi Kunnasranta, Markus Ahola +6

Integrated population models (IPMs) are a promising approach to test ecological theories and assess wildlife populations in dynamic and uncertain conditions. By combining multiple…

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