Gaussian process emulation
54 mins 12 secs,
207.30 MB,
iPod Video
480x270,
29.97 fps,
44100 Hz,
522.21 kbits/sec
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About this item
| Description: |
O'Hagan, T (University of Sheffield)
Thursday 11th January 2018 - 10:00 to 11:00 |
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| Created: | 2018-01-15 15:05 |
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| Collection: | Uncertainty quantification for complex systems: theory and methodologies |
| Publisher: | Isaac Newton Institute |
| Copyright: | O'Hagan, T |
| Language: | eng (English) |
| Distribution: |
World
(downloadable)
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| Explicit content: | No |
| Aspect Ratio: | 16:9 |
| Screencast: | No |
| Bumper: | UCS Default |
| Trailer: | UCS Default |
| Abstract: | 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. |
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| iPod Video * | 480x270 | 522.21 kbits/sec | 207.30 MB | View | Download | |
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