A bootstrap-aggregated hybrid semi-parametric modeling framework for bioprocess development

Hybrid modeling as a QbD/PAT tool in process development: an industrial E. coli case study

(2016) Moritz von Stosch et al.   BIOPROCESS AND BIOSYSTEMS ENGINEERING

Intensified design of experiments for upstream bioreactors

(2016) Moritz von Stosch et al.   ENGINEERING IN LIFE SCIENCES

Hybrid semi-parametric modeling in process systems engineering: Past, present and future

(2013) Moritz von Stosch et al.   COMPUTERS & CHEMICAL ENGINEERING

Hybrid metabolic flux analysis: combining stoichiometric and statistical constraints to model the formation of complex recombinant products

(2011) Nuno Carinhas et al.   BMC Systems Biology

A novel identification method for hybrid (N)PLS dynamical systems with application to bioprocesses

(2011) M. von Stosch et al.   EXPERT SYSTEMS WITH APPLICATIONS

Selective expression of the soluble product fraction in Escherichia coli cultures employed in recombinant protein production processes

(2010) Stefan Gnoth et al.   APPLIED MICROBIOLOGY AND BIOTECHNOLOGY

Modelling biochemical networks with intrinsic time delays: a hybrid semi-parametric approach

(2010) Moritz von Stosch et al.   BMC Systems Biology

Comparison of experimental designs using neural networks

(2009) Yun Lin et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

Hybrid modeling of penicillin fermentation process based on least square support vector machine

(2009) Xianfang Wang et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN