Meta-learning linear models for molecular property prediction

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Authors: Yulia A. Pimonova, Michael G. Taylor, Alice Allen, Ping Yang, Nicholas Lubbers
Cited by: 1
References: 74

Abstract

A meta-learning linear approach exploits small, separate datasets to improve property predictions in the low-data regime.

Fields of Study & Subjects

Machine Learning in Materials Science Computational Drug Discovery Methods Machine Learning and Data Classification

Publication details

Journal / source
Digital Discovery
Publisher
Royal Society of Chemistry (RSC)
Volume
5
Issue
7
Pages
2831–2844
Publication date
1 January 2026
Language
EN