Research output per year
Research output per year
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Dive into the research topics where João Rodrigues Correia Ramos 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep hybrid modeling of a HEK293 process: Combining long short-term memory networks with first principles equations
Ramos, J. R. C., Pinto, J., Poiares-Oliveira, G., Peeters, L., Dumas, P. & Oliveira, R., May 2024, In: Biotechnology and Bioengineering. 121, 5, p. 1554-1568 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)19 Downloads (Pure) -
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 AccessFile11 Citations (Scopus)85 Downloads (Pure) -
From Shallow to Deep Bioprocess Hybrid Modeling: Advances and Future Perspectives
Agharafeie, R., Ramos, J. R. C., Mendes, J. M. & Oliveira, R. M. F., 4 Oct 2023, In: Fermentation. 9, 10, p. 1-22 23 p., 922.Research output: Contribution to journal › Review article › peer-review
Open AccessFile6 Citations (Scopus)44 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 AccessFile11 Citations (Scopus)71 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 AccessFile4 Citations (Scopus)33 Downloads (Pure)
Datasets
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[Dataset] Review Paper: From Shallow to Deep Bioprocess Hybrid Modeling: Advances and Future Perspectives
Agharafeie, R. (Creator), Ramos, J. R. C. (Creator), Mendes, J. M. (Creator) & Oliveira, R. M. F. (Creator), Mendeley Data, 30 Sept 2020
Dataset