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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Zhu, Xiangxin, Welling, Max, Jin, Fang, Lowengrub, John
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2012
Pynciau:
Mynediad Ar-lein: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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