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Wolfgang Graf

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Multiscale Polymorphic Uncertainty Quantification based on Physics-Augmented Neural Networks

Number of pages: 37 Posted: 13 Sep 2025
Felix Harazin, Jakob Platen, Friedemann Niklas Schietzold, Wolfgang Graf and Michael Kaliske
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Dresden University of Technology
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Abstract:

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Homogenization, Uncertainty quantification, Multiscale Analysis, Multiscale Uncertainty Quantification, polymorphic uncertainty, Physics-augmented Neural Networks