Estimates of response expectation and variance covariance can be obtained by linearizing the system at additional computational costs that scale linear with the number of parameters using forward-sensitivity analysis.
This is achieved by linearizing the "score" or the pdf approximate of the observation.
Lie symmetries are obtained by linearizing the symmetry condition about the identity, as follows.
Theoretical impedance profiles were obtained by linearizing the model at every chosen membrane potential (see Materials and Methods).
In contrast, by using an overcomplete dictionary approach we effectively linearize the forward model and solve the moving target problem as a larger, regularized inversion problem subject to sparsity constraints.
While the EKS can easily invert the Taylor series based linearized dynamics, the SPKS requires a new approach to linearize the forward nonlinear dynamic model.
A simplified 3-D model is put forward by means of linearizing the nonlinear function, i.e. the nonlinear part of the elastic strain produced by domain wall motion, and by using the quartic of magnetization to describe domain rotation.
Capped cRNAs encoding ion channels were synthesized after linearizing the plasmids and performing the transcription by a standard protocal [35].
Linearizing the set of Eqs.
Histogram equalization aims at linearizing the CDF.
