no code implementations • 10 Oct 2021 • Elizabeth Hayman, Anastasia Ignatieva, Jotun Hein
Recombination is a powerful evolutionary process that shapes the genetic diversity observed in the populations of many species.
no code implementations • ICLR 2022 • Lys Sanz Moreta, Ola Rønning, Ahmad Salim Al-Sibahi, Jotun Hein, Douglas Theobald, Thomas Hamelryck
We introduce a deep generative model for representation learning of biological sequences that, unlike existing models, explicitly represents the evolutionary process.
no code implementations • 12 Apr 2021 • Oliver Weller-Davies, Mike Steel, Jotun Hein
Polymer models are a widely used tool to study the prebiotic formation of metabolism at the origins of life.
1 code implementation • 17 Dec 2020 • Anastasia Ignatieva, Rune B. Lyngsø, Paul A. Jenkins, Jotun Hein
The reconstruction of possible histories given a sample of genetic data in the presence of recombination and recurrent mutation is a challenging problem, but can provide key insights into the evolution of a population.