TL;DR: In this paper, the authors derived KL eigenmodes in the frequency domain based on the discrete Fourier transform representation of a time average of proe le energy including a proper system response and a function.
Abstract: Forthee rsttime,theKarhunen ‐Loeve(KL)procedureisderivedinthefrequencydomainasatoolforcalculating eigenmodes of linear systems. The new derivation is based on the discrete Fourier transform representation of a time average of proe le energy including a proper system response and a proe le function. Taking the variational problem posed as such with respect to the proe le function leads to an eigenformulation in the frequency domain. Choice of a system response for efe cient KL mode calculation and construction of reduced-order systems using the KL eigenmodes are also discussed. To demonstrate themethod, both mechanical and e uid dynamic models are considered. The method is equally useful in extracting eigenmodes of an experimentally generated database. Nomenclature c = wing chord length F = snapshot matrix as dee ned in Eq. (13) F = Fourier operator GIk = impulse response for the kth input GSk = step response for the kth input i
TL;DR: In this article, the authors considered a random walk on the affine group of the real line, and studied the Birkhoff sums associated with its trajectories, and showed that, depending on the parameters of the random walk, they converge in law to a stable law of exponent alpha is an element of]0, 2[ or to a normal law.
Abstract: We consider a random walk on the affine group of the real line, we denote by P the corresponding Markov operator on R, and we study the Birkhoff sums associated with its trajectories. We show that, depending on the parameters of the random walk, the normalized Birkhoff sums converge in law to a stable law of exponent alpha is an element of]0, 2[ or to a normal law. The corresponding analysis is based on the spectral properties of two families of associated transfer operators P-t, T-t. The operator P-t is a Fourier operator and is considered here as a perturbation of the Markov operator P = P-0 of the random walk. The operator T-t is related to P-t by a symmetry of Heisenberg type and is also considered as a perturbation of the Markov operator T-0 = T. We prove that these operators have an isolated dominant eigenvalue which has an asymptotic expansion involving fractional powers of t. The parameters of this expansion have simple expressions in terms of tails and moments of the stationary measures of P and T.
TL;DR: In this paper, a rational approximation of the square-root operator in the one-way wave equation is used to estimate the maximum dip angle of a given model for a particular model.
Abstract: Summary To accurately image complex structures with strong lateral velocity variations and steep dips, we develop a globally optimized Fourier finite-difference method that uses a rational approximation of the square-root operator in the one-way wave equation. The method uses a split-step Fourier operator coupled with a one-term optimized finite-difference operator. The two coefficients in the rational approximation are obtained by an optimization scheme that maximizes the maximum dip angle of the method for a given model. Our optimized method uses the same coefficients throughout a model in contrast
TL;DR: In this paper, an explicit theory of special functions for SO(n)/SO(n m) generalizing the classical theory of spherical harmonics is developed for the homogeneous space SO n/SO n m. This theory is applied to describe the decomposition of the Fourier operator on n X m matrix space.
Abstract: An explicit theory of special functions is developed for the homogeneous space SO(n)/SO(n m) generalizing the classical theory of spherical harmonics. This theory is applied to describe the decomposition of the Fourier operator on n X m matrix space in terms of operator valued Bessel functions of matrix argument. Underlying these results is a hitherto unnoticed relation between certain irreducible representations of SO(n) and the polynomial representations of GL(m, C).
TL;DR: In this article, the authors studied the quantitative behavior of the solutions of the one-dimensional Boltzmann equation for hard potential models with Grad's angular cutoff and derived a new weighted energy function to account for the sub-exponential behavior of waves.
Abstract: We study the quantitative behavior of the solutions of the one-dimensional Boltzmann equation for hard potential models with Grad’s angular cutoff. Our results generalize those of [5] for hard sphere models. The main difference between hard sphere and hard potential models is in the exponent of the collision frequency \(
u(\xi)\approx (1+|\xi|)^\gamma\). This gives rise to new wave phenomena, particularly the sub-exponential behavior of waves. Unlike the hard sphere models, the spectrum of the Fourier operator \(-i\xi^1\eta+L\) is non-analytic in η for hard potential models. Thus the complex analytic methods for inverting the Fourier transform are not applicable and we need to use the real analytic method in the estimates of the fluidlike waves. We devise a new weighted energy function to account for the sub-exponential behavior of waves.