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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Beyond linearity: a new Partial Least Squares - Path Modelling (PLS-PM) inner weighting scheme for detecting and approximating nonlinear structural relationships in Structural Equation Models
Mendes, J. M. & Coelho, P. S., 23 Mar 2026, In: PLoS ONE. 21, 3, 24 p., e0345111.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Heart failure in the Portuguese population aged ≥50 years: prevalence and phenotypes in the PORTHOS study
Baptista, R., Rodrigues, A. M., Bernardo, F., Mendes, L. L., Franco, F., Pimenta, J., Gonçalves, S., Henriques, A. R., Mendes, J. M., Timóteo, A. T., Andrade, A., Moura, B., Fonseca, C., Aguiar, C., Brito, D., Ferreira, J., Peres, M., Santos, P., Sarmento, P. M. & Cernadas, R. & 14 others, , 5 Feb 2026, (E-pub ahead of print) In: European Heart Journal.Research output: Contribution to journal › Article › peer-review
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An evidence-based approach to improve cardiovascular public health Policies: the cardio policy optimiser project [abstract]
Lopes, H., Mendes, J. M., Castro, M. D., Franco, D., Moura, L. & Rosa, M. T., 26 Nov 2025, In: Revista Portuguesa de Medicina Geral e Familiar. 41, Suplemento 15, p. S131 1 p.Research output: Contribution to journal › Meeting Abstract › peer-review
Open AccessFile3 Downloads (Pure) -
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
Datasets
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[Software] plsExtpm
Mendes, J. M. (Creator), Zenodo, 14 May 2025
DOI: 10.5281/zenodo.15412005, https://github.com/jmm1972/plsExtpm
Dataset
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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)
Activities
- 6 Oral presentation
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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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Breaking down homogeneous mixing assumptions in epidemic compartmental models
Mendes, J. M. (Speaker)
14 Dec 2024Activity: Talk or presentation › Oral presentation
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A new similarity-based spatiotemporal model for Covid-19 infection prediction and forecasting
Baptista, H. (Speaker), Mendes, J. M. (Speaker) & MacNab, Y. C. (Speaker)
14 Dec 2024Activity: 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