Modelling biochemical networks with intrinsic time delays: a hybrid semi-parametric approach. - Moritz von Stosch; Joana Peres; Sebastião Feyo de Azevedo; Rui Oliveira 002 (BMC Syst. Biol., 2010)

Projection to latent pathways (PLP): a constrained projection to latent variables (PLS) method for elementary flux modes discrimination. - Ana R. Ferreira; João M. L. Dias; Ana P. Teixeira; Nuno Carinhas; Rui M. C. Portela; Inês A. Isidro; Moritz von Stosch; Rui Oliveira 002 (BMC Syst. Biol., 2011)

Cell functional enviromics: Unravelling the function of environmental factors. - 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 002 (BMC Syst. Biol., 2011)

A novel identification method for hybrid (N)PLS dynamical systems with application to bioprocesses. - Moritz von Stosch; Rui Oliveira 002; Joana Peres; Sebastião Feyo de Azevedo (Expert Syst. Appl., 2011)

Hybrid Modeling for Systems Biology: Theory and Practice. - Moritz von Stosch; Nuno Carinhas; Rui Oliveira 002 (Large-Scale Networks in Engineering and Life Sciences, 2014)

Hybrid semi-parametric modeling in process systems engineering: Past, present and future. - Moritz von Stosch; Rui Oliveira 002; Joana Peres; Sebastião Feyo de Azevedo (Comput. Chem. Eng., 2014)

An efficient method for the numerical integration of measured variable dependent ordinary differential equations. - C. Rodrigues de Azevedo; Joana Peres; Moritz von Stosch (Eng. Appl. Artif. Intell., 2015)

A principal components method constrained by elementary flux modes: analysis of flux data sets. - Moritz von Stosch; Cristiana Rodrigues de Azevedo; Mauro Luis; Sebastião Feyo de Azevedo; Rui Oliveira 002 (BMC Bioinform., 2016)

Inference of chemical reaction networks using mixed integer linear programming. - Mark J. Willis; Moritz von Stosch (Comput. Chem. Eng., 2016)

Simultaneous parameter identification and discrimination of the nonparametric structure of hybrid semi-parametric models. - Mark J. Willis; Moritz von Stosch (Comput. Chem. Eng., 2017)

Machine learning in research and development of new vaccines products: opportunities and challenges. - Paul Smyth; Gaël de Lannoy; Moritz von Stosch; Alexander Pysik; Amin Khan (ESANN, 2019)

Knowledge transfer across cell lines using Hybrid Gaussian Process models with entity embedding vectors. - Clemens Hutter; Moritz von Stosch; Mariano Nicolás Cruz Bournazou; Alessandro Butté (CoRR, 2020)

Hybrid modeling supported development of an industrial small-molecule flow chemistry process. - Jakub Polak; Moritz von Stosch; Michael Sokolov; Lorenzo Piccioni; Alexander Streit; Berthold Schenkel; Bertrand Guelat (Comput. Chem. Eng., 2023)