Gaussian process emulation

Add to your list(s) Download to your calendar using vCal

• Tony O'Hagan (University of Sheffield)
• Thursday 11 January 2018, 10:00-11:00
• Seminar Room 1, Newton Institute.

If you have a question about this talk, please contact INI IT.

UNQW01 - Key UQ methodologies and motivating applications

Gaussian process (GP) emulators are a widely used tool in uncertainty quantification (UQ). This talk will define an emulator as a particular kind of surrogate model, then why GPs provide a tractable and flexible basis for constructing emulators, and set out some basic GP theory. There are a number of choices to be made in building a GP emulator, and these are discussed before going on to describe other uses of GPs in UQ and elsewhere.

This talk is part of the Isaac Newton Institute Seminar Series series.

This talk is included in these lists:

• All CMS events
• Featured lists
• INI info aggregator
• Isaac Newton Institute Seminar Series
• School of Physical Sciences
• Seminar Room 1, Newton Institute
• bld31

Note that ex-directory lists are not shown.