Per Christian Hansen

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Technical University of Denmark

Denmark

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CUQI: Computational Uncertainty Quantification for Inverse problems

Open Date: 2019-01-01

Close Date: 2025-01-01

Articles (16)

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Collaborators (9)

Jesper Rasmussen

Technical University of Denmark

DENMARK

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Babak Maboudi Afkham

Assistant Professor

University of Oulu

FINLAND

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Jakob Sauer Jørgensen

Technical University of Denmark

DENMARK

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Mirko Salewski

Professor at Technical University of Denmark

Technical University of Denmark

DENMARK

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Michiel Hochstenbach

Associate Professor

Eindhoven University of Technology

NETHERLANDS

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David Kulla

Max Planck Institute for Plasma Physics

GERMANY

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Yiqiu Dong

Technical University of Denmark

DENMARK

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Jacob Eriksson

Associate Professor

Uppsala University

SWEDEN

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Søren Bang Korsholm

Technical University of Denmark

DENMARK

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Per Christian Hansen

Research Interests

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Recent Grants

Articles (16)

Insight into semi-convergence of iterative regularization methods

Fast-ion phase-space tomography with wave–particle interactions in the ion cyclotron frequency range as prior

Orbit tomography in constants-of-motion phase-space

CUQIpy: I. Computational uncertainty quantification for inverse problems in Python

CUQIpy: II. Computational uncertainty quantification for PDE-based inverse problems in Python

Inferring Object Boundaries and Their Roughness with Uncertainty Quantification

4D and 5D phase-space tomography using slowing-down physics regularization

Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion

Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion

Uncertainty Quantification of Inclusion Boundaries in the Context of X-Ray Tomography

GMRES methods for tomographic reconstruction with an unmatched back projector

A Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View Angles

Computed tomography with view angle estimation using uncertainty quantification

Computed Tomography Reconstruction with Uncertain View Angles by Iteratively Updated Model Discrepancy

A Twin Error Gauge for Kaczmarz's Iterations

MCMC Algorithms for Computational UQ of Nonnegativity Constrained Linear Inverse Problems

Collaborators (9)

Jesper Rasmussen

Babak Maboudi Afkham

Jakob Sauer Jørgensen

Mirko Salewski

Michiel Hochstenbach

David Kulla

Yiqiu Dong

Jacob Eriksson

Søren Bang Korsholm

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