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Vincent Scholz

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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38

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3

Scholarly Papers (2)

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1.

Weak Neural Variational Inference for Solving Bayesian Inverse Problems  Without Forward Models: Applications in Elastography

Number of pages: 57 Posted: 23 Jul 2024
Vincent Scholz, Yaohua Zang and Phaedon-Stelios Koutsourelakis
affiliation not provided to SSRN, Technische Universität München (TUM) and Technische Universität München (TUM)
Downloads 20 (1,448,301)
Citation 3

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Bayesian Inverse Problem, Weighted Residuals, Virtual likelihood, Variational Inference, Elastography

2.

The Illusion of Fit: Spatially Resolved Assessment of Constitutive Model Validity in Elastography and Physics-Based Inverse Problems

Number of pages: 49 Posted: 11 Apr 2026
Vincent Scholz and Phaedon-Stelios Koutsourelakis
affiliation not provided to SSRN and Technische Universität München (TUM)
Downloads 18 (1,481,165)

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Elastography, Uncertainty quantification, Constitutive modeling, Bayesian inverse problem