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Predicting Simulation Parameters of Biological Systems Using a Gaussian Process Model

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 predicting the parameters efficiently by lear...

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Sonraí Bibleagrafaíochta
Main Authors: Zhu, Xiangxin, Welling, Max, Jin, Fang, Lowengrub, John
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2012
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3589996/
https://ncbi.nlm.nih.gov/pubmed/23482410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sam.11163
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