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Numerical Solution of Linear Ordinary Differential Equations and Differential-Algebraic Equations by Spectral Methods
This thesis involves the implementation of spectral methods, for numerical solution of linear Ordinary Differential Equations (ODEs) and linear Differential-Algebraic Equations (DAEs). First we consider ODEs with some ordinary problems, and then, focus on those problems in which the solution function or some coefficient functions have singularities. Then, by expressing weak and strong aspects of spectral methods to solve these kinds of problems, a modified pseudo-spectral method which is more efficient than other spectral methods is suggested and tested on some examples.
We extend the pseudo-spectral method to solve a system of linear ODEs and linear DAEs and compare this method with other methods such as Backward Difference Formulae (BDF), and implicit Runge-Kutta (RK) methods using some numerical examples. Furthermore, by using appropriate choice of Gauss-Chebyshev-Radau points, we will show that this method can be used to solve a linear DAE whenever some of coefficient functions have singularities by providing some examples. We also used some problems that have already been considered by some authors by finite difference methods, and compare their results with ours.
Finally, we present a short survey of properties and numerical methods for solving DAE problems and then we extend the pseudo-spectral method to solve DAE problems with variable coefficient functions. Our numerical experience shows that spectral and pseudo-spectral methods and their modified versions are very promising for linear ODE and linear DAE problems with solution or coefficient functions having singularities.
In section 3.2, a modified method for solving an ODE is introduced which is new work. Furthermore, an extension of this method for solving a DAE or system of ODEs which has been explained in section 4.6 of chapter four is also a new idea and has not been done by anyone previously.
In all chapters, wherever we talk about ODE or DAE we mean linear
Numerical Solution of Linear Ordinary Differential Equations in Quantum Chemistry by Spectral Method
Computation of a combined spherical-elastic and viscous-half-space earth model for ice sheet simulation
This report starts by describing the continuum model used by Lingle & Clark
(1985) to approximate the deformation of the earth under changing ice sheet and
ocean loads. That source considers a single ice stream, but we apply their
underlying model to continent-scale ice sheet simulation. Their model combines
Farrell's (1972) elastic spherical earth with a viscous half-space overlain by
an elastic plate lithosphere. The latter half-space model is derivable from
calculations by Cathles (1975). For the elastic spherical earth we use
Farrell's tabulated Green's function, as do Lingle & Clark. For the half-space
model, however, we propose and implement a significantly faster numerical
strategy, a spectral collocation method (Trefethen 2000) based directly on the
Fast Fourier Transform. To verify this method we compare to an integral formula
for a disc load. To compare earth models we build an accumulation history from
a growing similarity solution from (Bueler, et al.~2005) and and simulate the
coupled (ice flow)-(earth deformation) system. In the case of simple isostasy
the exact solution to this system is known. We demonstrate that the magnitudes
of numerical errors made in approximating the ice-earth system are
significantly smaller than pairwise differences between several earth models,
namely, simple isostasy, the current standard model used in ice sheet
simulation (Greve 2001, Hagdorn 2003, Zweck & Huybrechts 2005), and the Lingle
& Clark model. Therefore further efforts to validate different earth models
used in ice sheet simulations are, not surprisingly, worthwhile.Comment: 36 pages, 16 figures, 3 Matlab program
Isomonodromic deformation of resonant rational connections
We analyze isomonodromic deformations of rational connections on the Riemann
sphere with Fuchsian and irregular singularities. The Fuchsian singularities
are allowed to be of arbitrary resonant index; the irregular singularities are
also allowed to be resonant in the sense that the leading coefficient matrix at
each singularity may have arbitrary Jordan canonical form, with a genericity
condition on the Lidskii submatrix of the subleading term. We also give the
relevant notion of isomonodromic tau function extending the one of non-resonant
deformations introduced by Miwa-Jimbo-Ueno. The tau function is expressed
purely in terms of spectral invariants of the matrix of the connection.Comment: 48 page
Numerical solution of gravitational dynamics in asymptotically anti-de Sitter spacetimes
A variety of gravitational dynamics problems in asymptotically anti-de Sitter
(AdS) spacetime are amenable to efficient numerical solution using a common
approach involving a null slicing of spacetime based on infalling geodesics,
convenient exploitation of the residual diffeomorphism freedom, and use of
spectral methods for discretizing and solving the resulting differential
equations. Relevant issues and choices leading to this approach are discussed
in detail. Three examples, motivated by applications to non-equilibrium
dynamics in strongly coupled gauge theories, are discussed as instructive test
cases. These are gravitational descriptions of homogeneous isotropization,
collisions of planar shocks, and turbulent fluid flows in two spatial
dimensions.Comment: 70 pages, 19 figures; v4: fixed minus sign typo in last term of eqn.
(3.47
Bethe Ansatz and the Spectral Theory of affine Lie algebra-valued connections I. The simply-laced case
We study the ODE/IM correspondence for ODE associated to -valued connections, for a simply-laced Lie algebra . We prove
that subdominant solutions to the ODE defined in different fundamental
representations satisfy a set of quadratic equations called -system. This
allows us to show that the generalized spectral determinants satisfy the Bethe
Ansatz equations.Comment: 27 pages, final and published version. Minor change in the titl
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