Weekly Brief, 31 March 2025

This week's highlights

Publishers encouraged to adopt DOME machine learning recommendations


The DOME (data, optimisation, model and evaluation) recommendations were developed by the ELIXIR Machine Learning Focus Group and described in a 2021 paper, since viewed over 22,000 times. Following the adoption of the DOME machine learning recommendations by GigaScience Press, publishers of machine learning life science research are being encouraged to follow suit.

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PEP-FOLD4

PEP-FOLD4 is a service designed for the accurate and fast structure prediction of peptides containing fewer than 40 amino acids in aqueous solutions, particularly adapted to poly-charged peptides.