My research interests
My primary interests are partial differential equations, and spectral theory of ordinary differential operators.
I am particularly interested in linear differential operators with complicated boundary conditions, and how the Fokas unified transform method can be used to study associated initial boundary value problems.
I have recently become interested in the numerical study of differential operators and numerical evaluation of oscillatory integrals.
Linear IBVP & generalisations
Much of my work is dedicated to solving initial boundary value problems, and their generalisations, for linear evolution equations.
My first paper, [Smi2012a] gave a solution method for linear evolution equations of arbitrary spatial order subject to arbitrary two point boundary conditions, via the Fokas unified transform method.
More recent works have generalised this method to more complicated classes of boundary conditions.
In collaborations with Natalie Sheils, [SS2015a] & [DSS2016a], I studied various interface problems of second and third order.
The more recent work [PS2018a] studies multipoint problems, in which the "boundary conditions" may feature couplings between the boundaries and points interior to the spatial interval.
The further extension [MS2018a] generalised further to admit nonlocal problems, in which some weighted integral of the solution may be specified in place of a boundary condition.
A Conservation of mass law is an example of such a nonlocal condition.
[FPS2022a]
A. S. Fokas, B. Pelloni, D. A. Smith
Time-periodic linear boundary value problems on a finite interval,
Quart. Appl. Math. 80 3 (2022), 481–506,
arXiv:2109.00834 [math.AP]
[ST2022a]
D. A. Smith, W. Y. Toh
Linear evolution equations on the half line with dynamic boundary conditions,
Eur. J. Appl. Math. 33 3 (2022) 505–537
arXiv:1910.08764 [math.AP]
[PS2018a]
B. Pelloni, D. A. Smith
Nonlocal and multipoint boundary value problems for linear evolution equations,
Stud. Appl. Math.
141 1 (2018), 46–88,
arXiv:1511.07244 [math.AP]
[Smi2012a]
D. A. Smith
Well-posed two-point initial-boundary value problems with arbitrary boundary conditions,
Math. Proc. Cambridge Philos. Soc. 152 3 (2012), 473–496,
arXiv:1104.5571v2 [math.AP]
[Smi2011a]
D. A. Smith
Spectral theory of ordinary and partial linear differential operators on finite intervals,
PhD Thesis, University of Reading, 2011,
Spectral theory of differential operators
The classical Sturm-Liouville theory of second order linear differential operators is inadequate to describe the spatial differential operators encountered in the above work.
There are extensions to encompass multipoint boundary conditions and operators of higher order, but the success of the Fokas unified transform method highlighted a significant gap.
There exists a significant class of differential operators associated with well posed initial boundary value problems but for which there was no known spectral theory.
In works [FS2016a] & [PS2016a], my collaborators and I began to describe the missing spectral theory, for finite interval and half line differential operators, respectively.
There is also an overview of these two papers, comparing and contrasting their results, in [Smi2015a].
In [PS2013a], we give another view on the more established spectral theory, ellucidated by the Fokas method.
[Smi2023a]
D. A. Smith
Fokas diagonalization,
Chaos, Fractals and Complexity, Ed: T. Bountis, F. Vallianatos, A. Provata, D. Kugiumtzis, and Y. Kominis, Springer (2023), 301–318
arXiv:2211.10392 [math.SP]
[ABS2022a]
S. Aitzhan, S. Bhandari, D. A. Smith
Fokas diagonalization of piecewise constant coefficient linear differential operators on finite intervals and networks,
Acta. Appl. Math. 177 2 (2022), 1–69,
arXiv:2012.05638 [math.SP]
[Smi2015a]
D. A. Smith
The unified transform method for linear initial-boundary value problems: a spectral interpretation,
Unified transform method for boundary value problems: applications and advances, Ed: A. S. Fokas and B. Pelloni, SIAM (2015), 34–47
arXiv:1408.3659 [math.SP]
[PS2013a]
B. Pelloni, D. A. Smith
Spectral theory of some non-selfadjoint linear differential operators,
Proc. R. Soc. Lond. Ser. A Math. Phys. Eng. Sci. 469 2154 (2013), 20130019,
arXiv:1205.4567 [math.SP]
[Smi2011a]
D. A. Smith
Spectral theory of ordinary and partial linear differential operators on finite intervals,
PhD Thesis, University of Reading, 2011,
Dispersive revival phenomena
Certain dispersive equations, under periodic boundary conditions with steplike initial data, exhibit fractal solution profiles at irrational times and steplike solutions at rational times.
The latter effect is also known as dispersive quantization.
This behaviour was first observed in optical experiment by Talbot, and has been variously rediscovered by physicists and mathematicians ever since.
The effect is known to occur for the linear Schrödinger equation and linearised Korteweg-de Vries equations, among many others.
In [OSS2020a], we showed that, at least for the linear Schrödinger equation, the effect is not limited to the periodic regime, but occurs for a rather broad class of boundary conditions known as pseudoperiodic.
In [Smi2020a], I give a brief overview of recent work in the field.
[PS2023a]
B. Pelloni, D. A. Smith
The role of periodicity in the solution of third order boundary value problems,
Chaos, Fractals and Complexity, Ed: T. Bountis, F. Vallianatos, A. Provata, D. Kugiumtzis, and Y. Kominis, Springer (2023), 333–345
arXiv:2212.03149 [math.AP]
[BOPS2021a]
L. Boulton, P. J. Olver, B. Pelloni, D. A. Smith
New revival phenomena for linear integro-differential equations,
Stud. Appl. Math. 174 4 (2021), 1209–1239,
arXiv:2010.01320 [math.AP]
[OSS2020a]
P. J. Olver, N. E. Sheils, D. A. Smith
Revivals and fractalisation in the linear free space Schrödinger equation,
Quart. Appl. Math.
78 2 (2020), 161–192,
arXiv:1812.08637 [math.PH]
PDF
Abstract We consider the one-dimensional linear free space Schrödinger equation on a bounded interval subject to homogeneous linear boundary conditions. We prove that, in the case of pseudoperiodic boundary conditions, the solution of the initial-boundary value problem exhibits the phenomenon of revival at specific (`rational') times, meaning that it is a linear combination of a certain number of copies of the initial datum. Equivalently, the fundamental solution at these times is a finite linear combination of delta functions. At other (`irrational') times, for suitably rough initial data, e.g., a step or more general piecewise constant function, the solution exhibits a continuous but fractal-like profile. Further, we express the solution for general homogenous linear boundary conditions in terms of numerically computable eigenfunctions. Alternative solution formulas are derived using the Uniform Transform Method (UTM), that can prove useful in more general situations. We then investigate the effects of general linear boundary conditions, including Robin, and find novel `dissipative' revivals in the case of energy decreasing conditions.
[Smi2020a]
D. A. Smith
Revivals and fractalization,
Dynamical Systems Web 2020 2 (2020), 1–8,
DSWeb
PDF
AbstractRecently, there has been some interest in a collection of phenomena, discovered and rediscovered several times since 1836, and known variously as the Talbot effect, fractalization, (quantum) revivals, and dispersive quantization. As the prevalence of allied effects continues to surprise, it is likely too early to attempt a clear mathematical definition, but it seems that they occur in dispersive systems and are most obviously present with sufficiently rough data. In lieu of a definition, this article aims to describe the phenomena and draw attention to some of the recent results. The latter are characterized broadly to emphasize connections, with references to the original articles for precise statements.
Numerical evaluation of oscillatory integrals
Analytic solutions of initial boundary value problems are necessarily expressed as some kind of series.
Often, these series take the form of oscillatory integrals, which are difficult to evaluate numerically, even with a modern computer.
I have recently become interested in how analytic techniques may be combined with numerical algorithms to efficiently evaluate such integrals.
[KPPS2018a]
E. Kesici, B. Pelloni, T. Pryer, D. A. Smith
A numerical implementation of the unified Fokas transform for evolution problems on a finite interval,
Euro. J. Appl. Math.
29 3 (2018), 543–567,
arXiv:1610.04509 [math.NA]
Mathematics education
With efficiency of instructor time and quality of teaching two increasingly important constraints, I became interested in how peer instruction and peer assessment can be made into more effective instructional techniques.
This paper is the result of a grant used to develop a new teaching technique.
There are further details on my teaching page.
Unified transform method portal
I also run a website that acts as a central portal
for researchers working on the unified transform method. An ever growing list of research papers and abstracts is organised
thematically. There is also an introduction to the method.
Research with undergraduate students
I have supervised seven summer research projects, and am supervising a further seven in summer 2020. I've also supervised semester projects and final year undergraduate capstone projects.
If you are a University of Newcastle student interested in doing research with me, you can find out more at the Unified transform lab website.
Journal articles
On occasion, this research can lead to a paper published in a mathematics journal.
[ABS2022a]
S. Aitzhan, S. Bhandari, D. A. Smith
Fokas diagonalization of piecewise constant coefficient linear differential operators on finite intervals and networks,
Acta. Appl. Math. 177 2 (2022), 1–69,
arXiv:2012.05638 [math.SP]
[ST2022a]
D. A. Smith, W. Y. Toh
Linear evolution equations on the half line with dynamic boundary conditions,
Eur. J. Appl. Math. 33 3 (2022) 505–537
arXiv:1910.08764 [math.AP]