Computational Modelling Group

Inverse problems

For queries about this topic, contact Gwenael Gabard.

View the calendar of events relating to this topic.

Projects

Fundamental Investigations of Cross-Coupled, Particle-Turbulence Interactions using a Pseudo Spectral DNS Code

Gabriel Amine-Eddine (Investigator), John Shrimpton

The behaviour of multiphase flows is of primary importance in many engineering applications. In the past, experimental observations have provided many researchers with the ability to understand and probe the phenomena and physical processes occurring in such flows. With advancements in modern day computational power, we now have the ability to gain an even greater wealth of knowledge, from what used to be a physical experiment, is now a virtual experiment, running across multiple computers in parallel architectures.

In this project, we simulate the full Navier-Stokes equations in a virtual experiment, and resolve to the best of degree, all possible scales of turbulence. We have the capability to track millions of computational particles in conjunction with the turbulence, and if the particles are charged, coupled to the turbulence, or if gravity is in the scenarios, we can examine the complex physical processes that occur in such a flow.

Provision has been made to simulate particles in conjunction with turbulence that has been subjected to deformations due to shear, strain, axi-symmetric contraction or expansion. Advancements in this code are soon to include the transport and coupling of scalar temperature between particles and the turbulence.

Currently, focus is on the coupling behaviour of poly-sized particle with the turbulence, and how such turbulence can be modelled accurately using stochastic Langevin methods.

Nonlinear Optics in Structured Material

Peter Horak, Neil Broderick (Investigators)

Structured materials such as photonic crystals, optical fibres, Bragg gratings etc. are the ideal material for nonlinear optics. Properly engineered materials allows one to control which nonlinear interactions are observed and enhanced whilst other nonlinear interactions can be neglected. This work looks both at fundamental ideas as well as the fabrication of devices for advanced telecommunications.

Structured low-rank approximation

Ivan Markovsky

Today's state-of-the-art methods for data processing are model based. We propose a fundamentally new approach that does not depend on an explicit model representation and can be used for model-free data processing. From a theoretical point of view, the prime advantage of the newly proposed paradigm is conceptual unification of existing methods. From a practical point of view, the proposed paradigm opens new possibilities for development of computational methods for data processing.

ยต-VIS Computed Tomography Centre

Ian Sinclair, Richard Boardman, Dmitry Grinev, Philipp Thurner, Simon Cox, Jeremy Frey, Mark Spearing, Kenji Takeda (Investigators)

A dedicated centre for computed tomography (CT) at Southampton, providing complete support for 3D imaging science, serving Engineering, Biomedical, Environmental and Archaeological Sciences. The centre encompasses five complementary scanning systems supporting resolutions down to 200nm and imaging volumes in excess of one metre: from a matchstick to a tree trunk, from an ant's wing to a gas turbine blade.

People

Simon Cox
Professor, Engineering Sciences (FEE)
Jeremy Frey
Professor, Chemistry (FNES)
Ian Sinclair
Professor, Engineering Sciences (FEE)
Mark Spearing
Professor, Engineering Sciences (FEE)
Peter Horak
Reader, Optoelectronics Research Centre
John Shrimpton
Reader, Engineering Sciences (FEE)
Prasanth Nair
Senior Lecturer, Engineering Sciences (FEE)
Stefanie Biedermann
Lecturer, Southampton Statistical Sciences Research Institute (FSHS)
Neil Broderick
Lecturer, Optoelectronics Research Centre
Srinandan Dasmahapatra
Lecturer, Electronics and Computer Science (FPAS)
Gwenael Gabard
Lecturer, Institute of Sound & Vibration Research (FEE)
Dina Shona Laila
Lecturer, Engineering Sciences (FEE)
Ivan Markovsky
Lecturer, Electronics and Computer Science (FPAS)
Philipp Thurner
Lecturer, Engineering Sciences (FEE)
Thomas Blumensath
Senior Research Fellow, Institute of Sound & Vibration Research (FEE)
Reno Choi
Senior Research Fellow, Geography (FSHS)
Rie Sugimoto
Senior Research Fellow, Institute of Sound & Vibration Research (FEE)
Philip Williamson
Senior Research Fellow, Biological Sciences (FNES)
Richard Boardman
Research Fellow, Engineering Sciences (FEE)
Dmitry Grinev
Research Fellow, Engineering Sciences (FEE)
Gabriel Amine-Eddine
Postgraduate Research Student, Engineering Sciences (FEE)
Alvaro Ruiz-Serrano
Postgraduate Research Student, Chemistry (FNES)
Pegah Tayaranian Hosseini
Postgraduate Research Student, Institute of Sound & Vibration Research (FEE)
Petrina Butler
Administrative Staff, Research and Innovation Services
Kenji Takeda
Alumnus, Engineering Sciences (FEE)