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For example, the effects of solvent molecules not explicitly present in the system being simulated would be approximated in terms of a frictional drag on the solute as well as random kicks associated with the thermal motions of the solvent molecules.
This paper presents a nonlinear controller, which can be used to control single-input single-output nonlinear systems that can be approximated in terms of Hammerstein models.
Using B-spline expansion technique, the output PDFs can be approximated in terms of dynamic weights of B-spline neural network by which a nonlinear model can be established between input and weights.
To close the theory, the tensor ρ k+1) needs to be approximated in terms of lower order tensors.
(16) A function square integrable in ([0, 1]) may be approximated in terms of the normalized Bernstein basis (14).
Seeger et al. [17] suggested that a student's t distribution can be approximated in terms of a Gaussian distribution, we therefore use a zero-mean multivariate Gaussian distribution to approximate the sparse prior of q t, where (q_tsim prod _1^N{mathcal {N}(0,c)}.) The constant value c is determined by the level of variations q t.
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To enhance the quality of approximation, the Rayleigh quotient is approximated in terms of some intermediate variables, using the two-point approximation.
Then lim N → ∞ u N ( x ) = u ( x ) under the condition A + | β | T + T B ≪ 1. Proof Since the known functions a ( x ), g ( x ), and b ˆ 0 ( x ) are approximated in terms of shifted Legendre polynomials, then the obtained solution is an approximated polynomial in the form of u N ( x ).
The displacement field is approximated in terms of a set of mesh-free kernel particle functions.
The nonlinearities in the system dynamics are taken to be unknown, and are approximated in terms of radial basis functions (using a particular neural-net architecture).
Non-Condon transition dipole couplings between excited neutral and ionic states are approximated in terms of the coefficients for configuration interaction, depending on electron correlation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com