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.
- 1 Similar Profiles
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)20 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)86 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)72 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) -
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 AccessFile4 Citations (Scopus)70 Downloads (Pure)
Activities
- 2 Oral presentation
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Deep Hybrid Modelling of a Supercritical CO2 Extraction Process
Roshanak Agharafeie (Speaker), José Miguel Machado de Matos Pinto (Speaker), Pedro Miguel Calado Simões (Speaker), Jorge Morais Mendes (Speaker) & Rui Manuel Freitas Oliveira (Speaker)
22 Oct 2024Activity: Talk or presentation › Oral presentation
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Deep Neural Network Modelling in Supercritical CO2 Extraction Process
Roshanak Agharafeie (Speaker), José Miguel Machado de Matos Pinto (Speaker), Pedro Miguel Calado Simões (Speaker), Jorge Morais Mendes (Speaker) & Rui Manuel Freitas Oliveira (Speaker)
4 Jul 2024Activity: Talk or presentation › Oral presentation