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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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Bibliografische gegevens
Hoofdauteurs: Zhu, Xiangxin, Welling, Max, Jin, Fang, Lowengrub, John
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2012
Onderwerpen:
Online toegang: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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