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Predicting Simulation Parameters of Biological Systems Using a Gaussian Process Model

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Finding optimal parameters for simulating biological systems is usually a very difficult and expensive task in systems biology. Brute force searching is infeasible in practice because of the huge (often infinite) search space. In this article, we propose predi... ...