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08/25/2023
A Bayesian approach for consistent reconstruction of inclusions
This paper considers a Bayesian approach for inclusion detection in nonl...
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05/08/2023
Inferring Features with Uncertain Roughness
This work describes a Bayesian framework for reconstructing functions th...
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04/17/2023
Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks
In this work, we describe a new approach that uses variational encoder-d...
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07/14/2021
Uncertainty Quantification of Inclusion Boundaries in the Context of X-ray Tomography
In this work, we describe a Bayesian framework for the X-ray computed to...
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04/14/2021
