Search Results for author: Robert G. Aykroyd

Found 3 papers, 1 papers with code

Image Reconstruction by Splitting Expectation Propagation Techniques from Iterative Inversion

no code implementations25 Aug 2022 Robert G. Aykroyd, Kehinde Olobatuyi

Reconstructing images from downsampled and noisy measurements, such as MRI and low dose Computed Tomography (CT), is a mathematically ill-posed inverse problem.

Computed Tomography (CT) Image Reconstruction

A Variational Inference Framework for Inverse Problems

no code implementations10 Mar 2021 Luca Maestrini, Robert G. Aykroyd, Matt P. Wand

A framework is presented for fitting inverse problem models via variational Bayes approximations.

Variational Inference

Bayesian Probabilistic Numerical Methods in Time-Dependent State Estimation for Industrial Hydrocyclone Equipment

1 code implementation19 Jul 2017 Chris. J. Oates, Jon Cockayne, Robert G. Aykroyd, Mark Girolami

The use of high-power industrial equipment, such as large-scale mixing equipment or a hydrocyclone for separation of particles in liquid suspension, demands careful monitoring to ensure correct operation.

Applications

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