Practical bayesian tomography

C Granade, J Combes, DG Cory - New Journal of Physics, 2016 - iopscience.iop.org
… We begin by reviewing Bayesian tomography in section 2. Then we describe prior work on
… Using Bayesian tomographic methods, we then describe how to track quantum states and …

Tutorial: tomographic Bayesian uncertainty estimation

IF Jones, R Felicio, A Vlassopoulou, C Hagen - First Break, 2019 - earthdoc.org
Bayes’s Theorem, then, is the key to assess how errors in the input data, and/or in the model
description and/or in the physics used to predict travel times are mapped by tomography

Seismic tomography and the assessment of uncertainty

N Rawlinson, A Fichtner, M Sambridge… - Advances in …, 2014 - Elsevier
… Of the various nonlinear sampling techniques available, it is the advent of so-called Bayesian
transdimensional tomography that has perhaps shown the most promise for improving the …

Fast Bayesian tomography of a two-qubit gate set in silicon

TJ Evans, W Huang, J Yoneda, R Harper, T Tanttu… - Physical Review …, 2022 - APS
Bayesian approach to self-consistent process tomography, called fast Bayesian tomography
(… In this paper we present a Bayesian method for self-consistent process tomography, called …

A practical and efficient approach for Bayesian quantum state estimation

JM Lukens, KJH Law, A Jasra… - New Journal of …, 2020 - iopscience.iop.org
… In this work, we propose, analyze, and demonstrate a full Bayesian tomography method
that is straightforward to implement and numerically efficient. Our stand-alone approach …

Bayesian methods for gas-phase tomography

SJ Grauer - 2018 - uwspace.uwaterloo.ca
… The application of BOS tomography to flame imaging sets the stage for instantaneous 3D …
support a Bayesian approach to gasphase tomography. Bayesian tomography makes the role …

A 3D Bayesian computed tomography reconstruction algorithm with Gauss-Markov-Potts prior model and its application to real data

C Chapdelaine, A Mohammad-Djafari… - Fundamenta …, 2017 - content.iospress.com
… Among algebraic reconstruction techniques, we may emphasize Bayesian methods, which
… compared to non-Bayesian algebraic methods. Moreover, Bayesian framework gives a high …

A Bayesian approach for inversion of hydraulic tomographic data

M Castagna, A Bellin - Water Resources Research, 2009 - Wiley Online Library
… [1] Hydraulic tomography is a promising methodology that … In the present work, we apply the
hydraulic tomography … The resulting tomograms are inverted within the Bayesian framework …

Bayesian approach to time-resolved tomography

GR Myers, M Geleta, AM Kingston, B Recur… - Optics express, 2015 - opg.optica.org
… Conventional X-ray micro-computed tomography (μCT) is unable to meet the need for real-time,
high-… We present a Bayesian framework for time-resolved tomography that uses priors to …

Toward accurate and practical network tomography

D Ghita, K Argyraki, P Thiran - ACM SIGOPS Operating Systems Review, 2013 - dl.acm.org
… More formally, BayesianIndependence approximates the value of random variable Xei (t) …
from a practical point of view, it makes more sense to solve an easier tomography problem than …