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Uncertainty Quantification: Introduction and Implementations

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Nanoelectronic Coupled Problems Solutions

Part of the book series: Mathematics in Industry ((TECMI,volume 29))

Abstract

This chapter provides a short introduction to Uncertainty Quantification based on Monte Carlo simulations, on Generalized Polynomial Chaos expansions and on Worst Case Corner Analysis. Furthermore, it also covers remarks how the chosen implementation should fit within existing simulation environments.

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Correspondence to Roland Pulch .

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Pulch, R., Putek, P., ter Maten, E.J.W., Schoenmaker, W. (2019). Uncertainty Quantification: Introduction and Implementations. In: ter Maten, E., Brachtendorf, HG., Pulch, R., Schoenmaker, W., De Gersem, H. (eds) Nanoelectronic Coupled Problems Solutions. Mathematics in Industry(), vol 29. Springer, Cham. https://doi.org/10.1007/978-3-030-30726-4_9

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