Author

Ben A. Meinen

ORCID 0000-0002-6180-8594Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:protein design· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Aransa GriñéniD· 1 shared César A. Ramírez‐SarmientoiD· 1 shared Christopher D. BahliD· 1 shared Edson Norberto Carcamo-NoriegaiD· 1 shared Flavia C. M. ZacconiiD· 1 shared Francisca Durán-Osorio· 1 shared Javiera A AvilésiD· 1 shared Valeria Eltit-VillarroeliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioengineering

Aransa GriñénORCID

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1 paper

Recent·Most cited

BioengineeringACS Sustainable Chemistry & EngineeringPeer-reviewedSep 14, 2026

MPNN-guided redesign of PET hydrolases with enhanced catalytic activity below the PET glass transition temperature

Aransa Griñén, Valeria Eltit-Villarroel, Francisca Durán-Osorio…·César A. Ramírez‐Sarmiento

This paper redesigns PET hydrolase PHL7 using MPNN models to enhance its catalytic activity at lower temperatures, achieving efficiency comparable to its activity at higher temperatures.

DOI 10.1021/acssuschemeng.6c03808

protein sequencedeep learning

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