Titlebook: Computational Methods in Systems Biology; 20th International C Ion Petre,Andrei P?un Conference proceedings 2022 The Editor(s) (if applicab

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Implementing Microsoft Dynamicsraction. These provide a very faithful approximation of concrete runs on the desired level of granularity, at a low cost. Our experiments demonstrate the speedups in the simulations while preserving key dynamical as well as quantitative properties.

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The SAP S/4HANA Project: How It Should Be,eter space describing physiologically relevant levels of crowding by means of Gaussian Process regression. We demonstrate the method on an enzyme-catalyzed reaction and a genetic feedback loop, showing good agreement between the time-dependent distributions of molecule numbers predicted by the effective CME and CA simulations.

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Bayesian Learning of?Effective Chemical Master Equations in?Crowded Intracellular Conditionseter space describing physiologically relevant levels of crowding by means of Gaussian Process regression. We demonstrate the method on an enzyme-catalyzed reaction and a genetic feedback loop, showing good agreement between the time-dependent distributions of molecule numbers predicted by the effective CME and CA simulations.

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Conference proceedings 2022deling, simulation, analysis, design and control of biological systems. The papers are arranged thematically as follows: Chemical reaction networks; Boolean networks; continuous and hybrid models; machine learning; software..

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