Sascha Ranftl | DeepAI

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Featured Co-authors

Jan Egger
56 publications
Bernhard C. Geiger
25 publications
Antonio Pepe
12 publications
Wolfgang von der Linden
3 publications
Malte Rolf-Pissarczyk
1 publication
Gloria Wolkerstorfer
1 publication
Gerhard A. Holzapfel
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Johannes G. Hoffer
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research

∙ 01/11/2023

Robust Bayesian Target Value Optimization

We consider the problem of finding an input to a stochastic black box fu...

0 Johannes G. Hoffer, et al. ∙

research

∙ 09/26/2022

A connection between probability, physics and neural networks

We illustrate an approach that can be exploited for constructing neural ...

0 Sascha Ranftl, et al. ∙

research

∙ 02/21/2022

Stochastic Modeling of Inhomogeneities in the Aortic Wall and Uncertainty Quantification using a Bayesian Encoder-Decoder Surrogate

Inhomogeneities in the aortic wall can lead to localized stress accumula...

3 Sascha Ranftl, et al. ∙

research

∙ 01/11/2021

Bayesian Surrogate Analysis and Uncertainty Propagation with Explicit Surrogate Uncertainties and Implicit Spatio-temporal Correlations

We introduce Bayesian Probability Theory to investigate uncertainty prop...

0 Sascha Ranftl, et al. ∙