I am a research assistant at the University of Augsburg, in the area of parameter identification in mechatronic sytems with probabilistic modeling methods.
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stochastic_bayesflow
stochastic_bayesflow PublicBased on BayesFlow, we develop a stochastic BayesFlow algorithm to solve stochastic inverse problems and validate it using the inverse uncertainty quantification of a simulated vehicle dynamics model.
Python 3
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IMFlow
IMFlow PublicCode for IMFlow: Inverse Modeling with Conditional Normalizing Flows for Data-Driven Model Predictive Control
Python
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