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  1. Article

    Open Access

    Parameter estimation in models of biological oscillators: an automated regularised estimation approach

    Dynamic modelling is a core element in the systems biology approach to understanding complex biosystems. Here, we consider the problem of parameter estimation in models of biological oscillators described by d...

    Jake Alan Pitt, Julio R. Banga in BMC Bioinformatics (2019)

  2. No Access

    Article

    A dual-parameter identification approach for data-based predictive modeling of hybrid gene regulatory network-growth kinetics in Pseudomonas putida mt-2

    Data integration to model-based description of biological systems incorporating gene dynamics improves the performance of microbial systems. Bioprocess performance, typically predicted using empirical Monod-ty...

    Argyro Tsipa, Jake Alan Pitt, Julio R. Banga in Bioprocess and Biosystems Engineering (2020)