Research output per year
Research output per year
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Dive into the research topics where Roshanak Agharafeie 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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Hybrid modelling application for the supercritical carbon dioxide extraction process [poster]
Agharafeie, R., Pinto, J., Monteiro, B., Simões, P. M. C., Mendes, J. M. & Oliveira, R. M. F., Oct 2025. 2 p.Research output: Contribution to conference › Poster › peer-review
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Hybrid Semiparametric Modelling of the Supercritical Carbon Dioxide Extraction Process: Combining PDEs with Machine Learning [poster]
Agharafeie, R., Pinto, J., Monteiro, B., Simões, P. M. C., Mendes, J. M. & Oliveira, R. M. F., Sept 2025.Research output: Contribution to conference › Poster › peer-review
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Deep Hybrid Modelling of a Supercritical CO2 Extraction Process [poster]
Agharafeie, R., Mendes, J. M. & Oliveira, R. M. F., 27 Sept 2024, (Unpublished). 1 p.Research output: Contribution to conference › Poster
File93 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 AccessFile41 Link opens in a new tab Citations (Scopus)145 Downloads (Pure) -
Application of Hybrid Models in Biopharmaceutical Manufacturing
Agharafeie, R., Ramos, J. . ., Oliveira, R. & Mendes, J. ., 1 Sept 2022, In: Chemie-Ingenieur-Technik. 94, 9, p. 1281-1282Research output: Contribution to journal › Meeting Abstract › peer-review
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
Prizes
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Best Poster Award in Chemical Engineering
Agharafeie, R. (Recipient), Pinto, J. M. M. D. M. (Recipient), Monteiro, B. G. (Recipient), Simões, P. M. C. (Recipient), Mendes, J. M. (Recipient) & Oliveira, R. M. F. (Recipient), Sept 2025
Prize: Prize (including medals and awards)
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Best Scientific Poster Award 2024 from Data Research meetup by MagIC
Agharafeie, R. (Recipient), 24 Sept 2024
Prize: Prize (including medals and awards)
File
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Hybrid Semiparametric Modelling of the Supercritical Carbon Dioxide Extraction Process
Agharafeie, R. (Speaker), Mendes, J. M. (Speaker), Monteiro, B. G. (Speaker), Pinto, J. M. M. D. M. (Speaker), Simões, P. M. C. (Speaker) & Oliveira, R. M. F. (Speaker)
29 May 2025Activity: Talk or presentation › Oral presentation
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Deep Neural Network Modelling in Supercritical CO2 Extraction Process
Agharafeie, R. (Speaker), Pinto, J. M. M. D. M. (Speaker), Simões, P. M. C. (Speaker), Mendes, J. M. (Speaker) & Oliveira, R. M. F. (Speaker)
4 Jul 2024Activity: Talk or presentation › Oral presentation
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Deep Hybrid Modelling of a Supercritical CO2 Extraction Process
Agharafeie, R. (Speaker), Pinto, J. M. M. D. M. (Speaker), Simões, P. M. C. (Speaker), Mendes, J. M. (Speaker) & Oliveira, R. M. F. (Speaker)
22 Oct 2024Activity: Talk or presentation › Oral presentation
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GAMP Forum 2023
Agharafeie , R. (Organiser)
13 Mar 2023 → 14 Mar 2023Activity: Participating in or organising an event › Participation in conference
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Data Science in Bio/Pharmaceutical Industry
Agharafeie , R. (Speaker)
13 Mar 2023 → 14 Mar 2023Activity: Talk or presentation › Invited talk