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Iain G. Johnston

7 papers hereh-index 7177 citations30 works total

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

author position
  • sole author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • q-bio.PE4
  • q-bio.QM2
  • stat.AP1
same name
  • Iain G. Johnston — 8 papers, h 34
  • Iain G. Johnston — 2 papers
  • Iain G. Johnston — 1 paper, h 8

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

activity
20232026
most citedEvolutionary accumulation modelling in AMR: machine learning to infer and predict evolutionary dynamics of multi-drug resistance

5 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing stat.APShow all

1 paper · 1 filter

stat.AP2025

An Algebraic Approach to Evolutionary Accumulation Models

Jessica Renz, Frederik Witt, Iain G. Johnston

We present an algebraic approach to evolutionary accumulation modelling (EvAM). EvAM is concerned with learning and predicting the order in which evolutionary features accumulate o…

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