Research output per year
Research output per year
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Dive into the research topics where José Miguel Machado de Matos Pinto is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A General Hybrid Modeling Framework for Systems Biology Applications: Combining Mechanistic Knowledge with Deep Neural Networks under the SBML Standard
Pinto, J., Ramos, J. R. C., Costa, R. S. & Oliveira, R., 1 Mar 2023, In: AI. 4, 1, p. 303-318 16 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)15 Downloads (Pure) -
Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks
Pinto, J., Ramos, J. R. C., Costa, R. S., Rossell, S., Dumas, P. & Oliveira, R., 2023, In: Frontiers in Bioengineering and Biotechnology. 11, 16 p., 1237963.Research output: Contribution to journal › Review article › peer-review
Open AccessFile2 Downloads (Pure) -
Hybrid Deep Modeling of a GS115 (Mut+) Pichia pastoris Culture with State–Space Reduction
Pinto, J., Ramos, J. R. C., Costa, R. S. & Oliveira, R., 8 Jul 2023, In: Fermentation. 9, 7, 19 p., 643.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
SBML2HYB: a Python interface for SBML compatible hybrid modelling
Pinto, J., Costa, R. S., Alexandre, L., Ramos, J. & Oliveira, R., Jan 2023, In: Bioinformatics. 39, 1, 4 p., btad044.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)12 Downloads (Pure) -
A general deep hybrid model for bioreactor systems: combining First Principles with deep neural networks
Pinto, J., Mestre, M., Ramos, J., Costa, R. S., Striedner, G. & Oliveira, R., Sept 2022, In: Computers & Chemical Engineering. 165, 10 p., 107952.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)28 Downloads (Pure)