Author

Sebastián Ossandón

Pontificia Universidad Católica de ValparaísoORCID 0000-0001-7469-7881Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:E. coli· 1 Approach:statistical model· 1 Organism:Xenopus· 1

Frequent Co-Authors

Carlos A. MartíneziD· 1 shared Facundo Rocha CalvetteiD· 1 shared Marielle PéréiD· 1 shared Mauricio A. Barrientos· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioengineering

Carlos A. MartínezORCID

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1 paper

Recent·Most cited

BioengineeringApplied Mathematical ModellingPeer-reviewedOct 1, 2026

Hybrid modeling framework for bioprocesses with minimal prior knowledge and limited data

Carlos A. Martínez, Facundo Rocha Calvette, Marielle Péré…·Sebastián Ossandón

This paper introduces a hybrid modeling framework that combines mechanistic ODEs with neural networks to model bioprocesses using minimal prior knowledge and limited data.

DOI 10.1016/j.apm.2026.117404

E. coliXenopus

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