Publications by authors named "David Buterez"

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An end-to-end attention-based approach for learning on graphs.
David Buterez, Jon Paul Janet, Dino Oglic, Pietro Liò

Nat Commun· June 2025

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Transfer learning with graph neural networks for improved molecular property prediction in the multi-fidelity setting.
David Buterez, Jon Paul Janet, Steven J Kiddle, Dino Oglic, Pietro Lió

Nat Commun· February 2024

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Modelling local and general quantum mechanical properties with attention-based pooling.
David Buterez, Jon Paul Janet, Steven J Kiddle, Dino Oglic, Pietro Liò

Commun Chem· November 2023

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MF-PCBA: Multifidelity High-Throughput Screening Benchmarks for Drug Discovery and Machine Learning.
David Buterez, Jon Paul Janet, Steven J Kiddle, Pietro Liò

J Chem Inf Model· May 2023

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CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks.
David Buterez, Ioana Bica, Ifrah Tariq, Helena Andrés-Terré, Pietro Liò

Bioinformatics· February 2022

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Scaling up DNA digital data storage by efficiently predicting DNA hybridisation using deep learning.
David Buterez

Sci Rep· October 2021

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