Kalman-like Inversion with ODE/SDE Formulations and Adaptive Algorithms

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Kalman-like Inversion with ODE/SDE Formulations and Adaptive Algorithms

This PhD thesis conducts survey in numerical algorithms for inverse problems. The inverse problems are usually ill-posed in practice. They require additional regularization. The standard setting of inverse problems are variational approach and Bayesian approach. This thesis rewrites the standard set...

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Bibliographic Details
Main Author:	Yang, Yuchen
Format:	Thesis (University of Nottingham only)
Language:	English
Published:	2020
Subjects:	Inverse problems Bayesian inference variational method Kalman filter tempering setting adaptive strategy information gain
Online Access:	https://eprints.nottingham.ac.uk/59873/

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