Gaussian process for estimating parameters of partial differential equations and its application to the Richards equation
Sign Up to like & getrecommendations! Published in 2019 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-019-01709-8
Abstract: This paper proposes a new collocation method for estimating parameters of a partial differential equation (PDE), which uses Gaussian process (GP) as a basis function and is termed as Gaussian process for partial differential equation… read more here.
Keywords: partial differential; estimating parameters; method; equation ... See more keywords
Bayesian and least-squares approaches for estimating parameters of decay processes
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DOI: 10.1016/j.measurement.2018.10.042
Abstract: Abstract Bayesian and least squares approaches are applied to investigate further a simple, yet relevant, nonlinear example, namely, the estimation of the decay time of an exponential decay process with background. Though classical and Bayesian… read more here.
Keywords: parameters decay; least squares; bayesian least; estimating parameters ... See more keywords