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researcher

T. Coulson

2 papers hereh-index 6920.1k citations255 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-bio.PE2

identity via Semantic Scholar / OpenAlex

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

2 papers

q-bio.PE2026

Linking individual bioenergetics to ecosystem dynamics with integral projection models

Willem Bonnaffé, Martina Muraro, William Goulding +7

Linking individual-level processes, such as survival and reproduction, to ecosystem dynamics is challenging due to interactions among populations and species. These interactions de…

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.