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01/11/2023
Robust Bayesian Target Value Optimization
We consider the problem of finding an input to a stochastic black box fu...
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09/26/2022
A connection between probability, physics and neural networks
We illustrate an approach that can be exploited for constructing neural ...
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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...
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01/11/2021
