Publications

Deep Hybrid Modeling of a HEK293 Process: Combining Long Short-Term Memory (LSTM) Networks with First Principles Equations
In this paper, Long Short-Term Memory (LSTM) networks and multilayered feedforward neural networks (FFNNs) were combined with first …
João R. C. Ramos, José Pinto, Gil Poiares-Oliveira, Ludovic Peeters, Patrick Dumas, Rui Oliveira
PDF Cite DOI
Dissecting the Role of miR-34c-5p in Human CD4+ T Cells
Cláudia Noronha-Estima, Madalena Marques, Gil Poiares-Oliveira, Ana Espada de Sousa, Margarida Gama-Carvalho
Cite
Dissecting the Role of miR-34c-5p in Human CD4+ T Cells
Cláudia Noronha-Estima, Madalena Marques, Gil Poiares-Oliveira, Ana Espada de Sousa, Margarida Gama-Carvalho
Cite
Genome-scale modeling of Chinese hamster ovary cells by hybrid semi-parametric flux balance analysis
Flux balance analysis (FBA) is currently the standard method to compute metabolic fluxes in genome-scale networks. Several FBA …
João R. C. Ramos, Gil Poiares-Oliveira, Patrick Dumas, Rui Oliveira
PDF Cite DOI URL
Development of a HEK293 Cell-line Digital Twin Based on Hybrid Semi-Parametric Modeling at the Genome-Scale
Gil Poiares-Oliveira
Cite
Development of a HEK293 Cell-line Digital Twin Based on Hybrid Semi-Parametric Modeling at the Genome-Scale
The speed at which new drugs and therapies have been developed in the last years has put immense pressure in the biopharmaceutical …
Gil Poiares-Oliveira
Cite URL
Development of a HEK293 Cell-line Digital Twin Based on Hybrid Semi-Parametric Modeling at the Genome-Scale
Gil Poiares-Oliveira
Cite