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Rui Oliveira
ORCID
Publication Activity (10 Years)
Years Active: 2004-2023
Publications (10 Years): 4
Top Topics
Neural Network
Hybrid Model
Principal Components
Friendly Interface
Top Venues
Comput. Chem. Eng.
Bioinform.
BMC Bioinform.
MMAR
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Publications
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José Pinto
,
Rafael S. Costa
,
Leonardo Alexandre
,
João Ramos
,
Rui Oliveira
SBML2HYB: a Python interface for SBML compatible hybrid modeling.
Bioinform.
39 (1) (2023)
José Pinto
,
Mykaella Mestre
,
J. Ramos
,
Rafael S. Costa
,
Gerald Striedner
,
Rui Oliveira
A general deep hybrid model for bioreactor systems: Combining first principles with deep neural networks.
Comput. Chem. Eng.
165 (2022)
Moritz von Stosch
,
Cristiana Rodrigues de Azevedo
,
Mauro Luis
,
Sebastião Feyo de Azevedo
,
Rui Oliveira
A principal components method constrained by elementary flux modes: analysis of flux data sets.
BMC Bioinform.
17 (2016)
Seyong Jung
,
Jie Zhang
,
Rui Oliveira
Iterative learning control of polyhydroxybutyrate production in a sequencing batch reactor.
MMAR
(2015)
Moritz von Stosch
,
Rui Oliveira
,
Joana Peres
,
Sebastião Feyo de Azevedo
Hybrid semi-parametric modeling in process systems engineering: Past, present and future.
Comput. Chem. Eng.
60 (2014)
António Roldão
,
Maria Candida M. Mellado
,
J. C. Lima
,
Manuel J. T. Carrondo
,
Paula M. Alves
,
Rui Oliveira
On the Effect of Thermodynamic Equilibrium on the Assembly Efficiency of Complex Multi-Layered Virus-Like Particles (VLP): the Case of Rotavirus VLP.
PLoS Comput. Biol.
8 (2) (2012)
Ana P. Teixeira
,
João M. L. Dias
,
Nuno Carinhas
,
Marcos Sousa
,
José Clemente
,
António Cunha
,
Moritz von Stosch
,
Paula M. Alves
,
Manuel J. T. Carrondo
,
Rui Oliveira
Cell functional enviromics: Unravelling the function of environmental factors.
BMC Syst. Biol.
5 (2011)
Nuno Carinhas
,
Vicente Bernal
,
Ana P. Teixeira
,
Manuel J. T. Carrondo
,
Paula M. Alves
,
Rui Oliveira
Hybrid metabolic flux analysis: combining stoichiometric and statistical constraints to model the formation of complex recombinant products.
BMC Syst. Biol.
5 (2011)
Ana R. Ferreira
,
João M. L. Dias
,
Ana P. Teixeira
,
Nuno Carinhas
,
Rui M. C. Portela
,
Inês A. Isidro
,
Moritz von Stosch
,
Rui Oliveira
Projection to latent pathways (PLP): a constrained projection to latent variables (PLS) method for elementary flux modes discrimination.
BMC Syst. Biol.
5 (2011)
Moritz von Stosch
,
Rui Oliveira
,
Joana Peres
,
Sebastião Feyo de Azevedo
A novel identification method for hybrid (N)PLS dynamical systems with application to bioprocesses.
Expert Syst. Appl.
38 (9) (2011)
Moritz von Stosch
,
Joana Peres
,
Sebastião Feyo de Azevedo
,
Rui Oliveira
Modelling biochemical networks with intrinsic time delays: a hybrid semi-parametric approach.
BMC Syst. Biol.
4 (2010)
João M. L. Dias
,
Adrian Oehmen
,
Luísa S. Serafim
,
Paulo C. Lemos
,
Maria A. M. Reis
,
Rui Oliveira
Metabolic modelling of polyhydroxyalkanoate copolymers production by mixed microbial cultures.
BMC Syst. Biol.
2 (2008)
António Roldão
,
Manuel J. T. Carrondo
,
Paula M. Alves
,
Rui Oliveira
Stochastic simulation of protein expression in the baculovirus/insect cells system.
Comput. Chem. Eng.
32 (1-2) (2008)
Ana P. Teixeira
,
Carlos Alves
,
Paula M. Alves
,
Manuel J. T. Carrondo
,
Rui Oliveira
Hybrid elementary flux analysis/nonparametric modeling: application for bioprocess control.
BMC Bioinform.
8 (2007)
Ana P. Teixeira
,
Paula M. Alves
,
Rui Oliveira
,
Carlos Alves
,
Manuel J. T. Carrondo
Hybrid Metabolic Flux Analysis/Artificial Neural Network Modeling of Bioprocesses.
HIS
(2005)
Rui Oliveira
Combining first principles modelling and artificial neural networks: a general framework.
Comput. Chem. Eng.
28 (5) (2004)