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It has been shown that junction tree algorithms can provide a quick and efficient method for propagating probabilities in complex multivariate problems when they can be described by a fixed conditional independence structure.
Thus, the ions are often described by a fixed ion background and only the electrons move.
In the usual cyclone models the interface that bounds the air-core is described by a fixed cylindrical surface, which greatly simplifies the problem.
The element transverse displacement is described by a fixed number of polynomial shape functions plus a variable number of trigonometric shape functions.
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The interface is described by a level set method modified with a high-order "subcell fix" with excellent mass conservation properties.
Accordingly the number of idle MSs (i.e., the number of candidate RSs) is not fixed, but described by a Poisson distribution.
Mass and heat transfer in adiabatic fixed bed adsorbers is described by a model which considers resistance to mass and heat transfer simultaneously within the porous adsorbent particles and in the fluid flowing past the pellets.
Although nonlinear and time-variant in nature, the HVdc converter can be linearised around an operating point described by fixed thyristor switching instants.
Assuming that the filtering function of the tunable filter is fixed at each working wavelength, the effect can be described by a convolution with the filter response.
But while here the firing of a neuron is described by the crossing of a fixed threshold, in the FitzHugh-Nagumo model, it is given by the crossing of a separatrix in the plane (voltage-adaptation current) and by a more complex "frontier" in the Hodgkin-Huxley model [2, 55].
The corresponding modal basis of the transmission simulator is described by the fixed-interface modes, rather than free modes that were used in the original approach.
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