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09/01/2023
Denture reinforcement via topology optimization
We present a computational design method that optimizes the reinforcemen...
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08/15/2023
A Statistical Framework and Analysis for Perfect Radar Pulse Compression
Perfect radar pulse compression coding is a potential emerging field whi...
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12/11/2022
Bayesian inversion with α-stable priors
We propose to use Lévy α-stable distributions for constructing priors fo...
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08/26/2022
Mixtures of Gaussian Process Experts with SMC^2
Gaussian processes are a key component of many flexible statistical and ...
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06/29/2022
Geometry parameter estimation for sparse X-ray log imaging
We consider geometry parameter estimation in industrial sawmill fan-beam...
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06/20/2022
Reconstruction and segmentation from sparse sequential X-ray measurements of wood logs
In industrial applications it is common to scan objects on a moving conv...
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02/26/2022
A Log-Gaussian Cox Process with Sequential Monte Carlo for Line Narrowing in Spectroscopy
We propose a statistical model for narrowing line shapes in spectroscopy...
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05/26/2021
Cauchy Markov Random Field Priors for Bayesian Inversion
The use of Cauchy Markov random field priors in statistical inverse prob...
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07/22/2020
Blind hierarchical deconvolution
Deconvolution is a fundamental inverse problem in signal processing and ...
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06/28/2020
Non-Stationary Multi-layered Gaussian Priors for Bayesian Inversion
In this article, we study Bayesian inverse problems with multi-layered G...
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05/14/2020
Bayesian quantification for coherent anti-Stokes Raman scattering spectroscopy
We propose a Bayesian statistical model for analyzing coherent anti-Stok...
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03/08/2020
Enhancing Industrial X-ray Tomography by Data-Centric Statistical Methods
X-ray tomography has applications in various industrial fields such as s...
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07/06/2019
Posterior Convergence Analysis of α-Stable Sheets
This paper is concerned with the theoretical understanding of α-stable s...
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07/06/2019
Posterior Convergence of α-Stable Sheets
This paper is concerned with the theoretical understanding of α-stable s...
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04/04/2018