Author

Enrico Manzini

Universitat Politècnica de CatalunyaORCID 0000-0003-2961-5335Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:transformer / foundation model· 1

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Alexandre Perera-LlunaiD· 1 shared Josch Konstantin PaulingiD· 1 shared María Barranco-AltirribaiD· 1 shared Vivian WürfiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alexandre Perera-LlunaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 31, 2024

Smile-to-Bert: a pre-trained Transformer model for molecular property prediction using SMILES representations

María Barranco-Altirriba, Vivian Würf, Enrico Manzini…·Alexandre Perera-Lluna

The paper introduces Smile-to-Bert, a pre-trained BERT model for predicting molecular properties from SMILES strings, showing improved performance on several datasets.

1 citation

deep learningtransformer / foundation model

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