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researcher

T. Coulson

3 papers hereh-index 6920.1k citations255 works total

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author position
  • first author1
  • last author2

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

fields
  • q-bio.PE3

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedFast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

q-bio.PE2022★ 1 cited

Fast fitting of neural ordinary differential equations by Bayesian neural gradient matching to infer ecological interactions from time series data

Willem Bonnaffé, Tim Coulson

1. Inferring ecological interactions is hard because we often lack suitable parametric representations to portray them. Neural ordinary differential equations (NODEs) provide a way…

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