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A bootstrap-aggregated hybrid semi-parametric modeling framework for bioprocess development |
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| Authors: | Pinto José de Azevedo Cristiana Rodrigues Oliveira Rui von Stosch Moritz |
| Affiliation: | 1.REQUIMTE/DQ, Faculty of Science and Technology, University Nova de Lisboa, Campus de Caparica, 2829-516, Caparica, Portugal ;2.CEAM, Faculty of Science, Agriculture and Engineering, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK ; |
| Abstract: | Bioprocess and Biosystems Engineering - Hybrid semi-parametric modeling, combining mechanistic and machine-learning methods, has proven to be a powerful method for process development. This paper... |
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