Applied Dynamical Systems and Inverse Problems Seminar (past)
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Thu, 11/06/2009 11:00 |
Laura Campbell (Mathematical Institute) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 04/06/2009 11:00 |
Judy Simpson (Atmospheric Physics) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 28/05/2009 11:00 |
Joanna Brown (Cambridge) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 21/05/2009 11:00 |
Trevor Wood (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 07/05/2009 11:00 |
Michael Osborne (Robotics group) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
| We propose a powerful prediction algorithm built upon Gaussian processes (GPs). They are particularly useful for their flexibility, facilitating accurate prediction even in the absence of strong physical models. GPs further allow us to work within a completely Bayesian framework. As such, we show how the hyperparameters of our system can be marginalised by use of Bayesian Monte Carlo, a principled method of approximate integration. We employ the error bars of the GP's prediction as a means to select only the most informative observations to store. This allows us to introduce an iterative formulation of the GP to give a dynamic, on-line algorithm. We also show how our error bars can be used to perform active data selection, allowing the GP to select where and when it should next take a measurement. We demonstrate how our methods can be applied to multi-sensor prediction problems where data may be missing, delayed and/or correlated. In particular, we present a real network of weather sensors as a testbed for our algorithm. | |||
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Thu, 12/03/2009 11:00 |
Prof. Chris Farmer (OCIAM & Schlumberger Abingdon Technology Centre, Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 05/03/2009 11:00 |
Prof. Zhou (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 26/02/2009 11:00 |
Dr Geoff Nicholls (Statistics Department) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 19/02/2009 11:00 |
Shilan Mistry (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 12/02/2009 11:00 |
Dr Myles Allen (Oxford University) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 05/02/2009 11:00 |
Lian Duan (Mathematical Institute) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 29/01/2009 11:00 |
Dr Irene Moroz (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 11/12/2008 11:00 |
Dr Shuli Guo (Beijing Institute of Technology) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 27/11/2008 11:00 |
Prof. Divakar Viswanath (University of Michigan, USA) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
Recurrences have been central to the study of dynamical
systems ever since the inception of the subject. Periodic solutions
make the notion of recurrences exact. The Lorenz attractor is the best
known example of a strange attractor and we will describe a method to
find periodic solutions that lie on it. Additionally, we will consider
a turbulent channel flow and describe the computation of time periodic
solutions using nearly degrees of freedom to represent the
velocity field. |
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Thu, 20/11/2008 11:00 |
Trevor Wood (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 13/11/2008 11:00 |
Judy Simpson (Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 30/10/2008 11:00 |
Laura Campbell (University of Oxford) |
Applied Dynamical Systems and Inverse Problems Seminar |
Gibson 1st Floor SR |
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Thu, 23/10/2008 11:00 |
Prof. Chris Farmer (Schlumberger Visiting Professor) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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Thu, 16/10/2008 11:00 |
Mohammed Aziz (Maths Institute) |
Applied Dynamical Systems and Inverse Problems Seminar |
DH 3rd floor SR |
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degrees of freedom to represent the
velocity field.