Author

Mykaella Mestre

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Systems Biology· 1

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Approach:deep learning· 1

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Gerald StriedneriD· 1 shared João R. C. RamosiD· 1 shared José PintoiD· 1 shared Rafael S. CostaiD· 1 shared Rui OliveiraiD· 1 shared

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2022-2022 · peak 1/yr

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1 shared paperSystems Biology

Gerald StriednerORCID

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1 paper

Recent·Most cited

Systems BiologyComputers & Chemical EngineeringPeer-reviewedAug 9, 2022

A general deep hybrid model for bioreactor systems: combining first Principles equations with deep neural networks

José Pinto, Mykaella Mestre, João R. C. Ramos…·Rui Oliveira

This paper introduces deep hybrid models combining first principles equations with deep neural networks for bioreactor systems, showing improved generalization and reduced CPU time compared to shallow models.

64 citationstop 4%

deep learning

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