Numerical analysis of some Bayesian inverse problems

Bayesian inverse problems for partial differential equations arise from many important real world applications. We find the physical properties of a medium in the form of an unknown coefficient of a partial differential equation, given limited noisy observations on the solution. The noise follows a...

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Bibliographic Details
Main Author: Quek, Jia Hao
Other Authors: Hoang Viet Ha
Format: Theses and Dissertations
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/82985
http://hdl.handle.net/10220/47555
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Institution: Nanyang Technological University
Language: English