Author

Juan Manuel Pastor

Universidad Politécnica de MadridORCID 0000-0002-1067-3642Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alfonso Allen‐PerkinsiD· 1 shared Ígnasi BartomeusiD· 1 shared Javier GaleanoiD· 1 shared Julia G. de AledoiD· 1 shared Miguel A. Mohedano-MuñoziD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Alfonso Allen‐PerkinsORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 19, 2026

reserBUGS: A reservoir computing framework for probabilistic forecasting of ecological abundance time series

Miguel A. Mohedano-Muñoz, Javier Galeano, Juan Manuel Pastor…·Alfonso Allen‐Perkins

reserBUGS provides a reservoir computing framework for probabilistic ecological abundance forecasts, outperforming baselines in prediction and uncertainty quantification using environmental data.

DOI 10.64898/2026.08.14.744603

machine learning (classical)benchmarking

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