Nonlinear systems: algebraic structures and integrability
Lead Research Organisation:
Heriot-Watt University
Department Name: S of Mathematical and Computer Sciences
Abstract
The research proposed concerns methods for solving nonlinear partial differential equations. Such equations are used to model many sophisticated phenomena in the natural/physical world. The goals of such models are to make predictions, find optimal solutions or maybe even to control outcomes. Being able to find exact or sufficiently accurate solutions efficiently is crucial to these enterprises. However, finding such solutions to nonlinear equations is notoriously difficult. A now famous classical method for finding exact solutions to some classes of such nonlinear equations, known as the Inverse Scattering Transform, has been around since the sixties. The method essentially breaks the solution process into solving a combination of two linear equations: a linear integral equation known as the Gel'fand-Levitan-Marchenko equation and a linearised version of the nonlinear partial differential equation concerned. This approach generates the famous soliton solutions, of the Korteweg-de Vries equation modelling shallow water waves, and of the nonlinear Schrodinger equation modelling pulse propagation in optical fibres. Such equations are said to be "integrable".
The proposer's recent research has shone some new light on this classical solution procedure, in two ways. First, that a simplified version of the procedure readily generates solutions to large classes of nonlocal nonlinear partial differential equations, including in particular, specific classes of coagulation equations. Such equations model cluster formation such as in blood clotting or polymerisation or nanoparticle surface deposition. Second, by abstracting the solution procedure, the proposer has shown how the integrability of the Korteweg-de Vries and nonlinear Schrodinger equations is equivalent to establishing the existence of polynomial expansions in an associated combinatorial algebra. The research proposed herein seeks to extend these results along these two directions, to: (i) Demonstrate how a variation on the simplified procedure can be used to determine solutions to general classes of coagulation equations and use this in some of the applications indicated; and (ii) Extend the abstract procedure to include all the main known classical integrable equations, as well as use it to establish new integrable equations by starting to classify the possible systems that fit within the abstract framework developed. Projects (i) and (ii) represent completely new science. The proposer will also begin to look to establish connections between these procedures and solution representations for such nonlinear equations based on random processes. The intention is to submit a consequential larger grant based on the results established herein.
The proposer's recent research has shone some new light on this classical solution procedure, in two ways. First, that a simplified version of the procedure readily generates solutions to large classes of nonlocal nonlinear partial differential equations, including in particular, specific classes of coagulation equations. Such equations model cluster formation such as in blood clotting or polymerisation or nanoparticle surface deposition. Second, by abstracting the solution procedure, the proposer has shown how the integrability of the Korteweg-de Vries and nonlinear Schrodinger equations is equivalent to establishing the existence of polynomial expansions in an associated combinatorial algebra. The research proposed herein seeks to extend these results along these two directions, to: (i) Demonstrate how a variation on the simplified procedure can be used to determine solutions to general classes of coagulation equations and use this in some of the applications indicated; and (ii) Extend the abstract procedure to include all the main known classical integrable equations, as well as use it to establish new integrable equations by starting to classify the possible systems that fit within the abstract framework developed. Projects (i) and (ii) represent completely new science. The proposer will also begin to look to establish connections between these procedures and solution representations for such nonlinear equations based on random processes. The intention is to submit a consequential larger grant based on the results established herein.
People |
ORCID iD |
Simon Malham (Principal Investigator) |
Publications
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Blower G
(2023)
The algebraic structure of the non-commutative nonlinear Schrödinger and modified Korteweg-de Vries hierarchy
in Physica D: Nonlinear Phenomena
![publication icon](/resources/img/placeholder-60x60.png)
Doikou A
(2023)
Applications of Grassmannian Flows to Coagulation Equations
![publication icon](/resources/img/placeholder-60x60.png)
Doikou A
(2023)
Pöppe triple systems and integrable equations
in Partial Differential Equations in Applied Mathematics
![publication icon](/resources/img/placeholder-60x60.png)
Doikou A
(2023)
Applications of Grassmannian flows to coagulation equations
in Physica D: Nonlinear Phenomena
![publication icon](/resources/img/placeholder-60x60.png)
Malham S
(2023)
Coagulation, non-associative algebras and binary trees
![publication icon](/resources/img/placeholder-60x60.png)
Malham S
(2024)
Coagulation, non-associative algebras and binary trees
in Physica D: Nonlinear Phenomena
Description | There are two parallel aspects of the research in the proposal. One aspect concerns "integrable systems" and another aspect involves "coagulation phenomena". In the former case we published two papers that explained how to generate solutions to such systems using a simple and direct approach. Integrable systems have many applications in nonlinear optics, wave mechanics (including rogue waves), plasma physics and are intimately connected to string theory. In the latter case we published two papers that explained how to generate solutions to such systems simply and directly, but also provided a very general efficient approach to numerically simulate such systems. Coagulation phenomena have applications in polymerisation, aerosols, clouds/smog, clustering of stars and galaxies, schooling and flocking; genealogy; coarsening; depinning transition; nanostructures on substrates such as ripening or 'island coarsening', growth and morphology of nano-crystals, epitaxial islands, growth of graphene on substrates and gold nanoparticles on a silicon substrate; blood clotting and Rouleau formation and polymer growth of proteins in biopharmaceuticals. The Principle Investigator also initiated several collaborations, and has submitted (January 2024) a further large collaborative proposal together with one of those new collaborators. |
Exploitation Route | Researchers and industry experts in the application areas of both "integrable systems" and "coagulation phenomena" will be able to use the theoretical and numerical results established to better simulate the phenomena concerned and make more accurate predictions as well as control outcomes more efficiently and precisely. |
Sectors | Chemicals Education Pharmaceuticals and Medical Biotechnology |
Description | Non-commutative integrable systems and Poppe algebras |
Organisation | Lancaster University |
Country | United Kingdom |
Sector | Academic/University |
PI Contribution | We have visited each other, completed one lengthy publication (see publications), and written a Standard EPSRC proposal together. |
Collaborator Contribution | Co-author contributions. |
Impact | See publications. |
Start Year | 2022 |
Description | Talk at a Workshop |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Gave an hour-long talk on the research in the two coagulation publications associated with this research proposal, at a specialist workshop in Oslo, Norway. I also interacted with several people there and formulated further research extending the topic I talked about. |
Year(s) Of Engagement Activity | 2023 |