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Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources †

Specialized Gaussian process regression is presented for data that are known to fulfill a given linear differential equation with vanishing or localized sources. The method allows estimation of system parameters as well as strength and location of point sources. It is applicable to a wide range of d...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Albert, Christopher G., Rath, Katharina
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516566/
https://ncbi.nlm.nih.gov/pubmed/33285927
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22020152
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