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Data-driven Verification using Efficient Active Learning

Published in AIAA SCITECH 2022 Forum • Jan 3, 2022
NobleIDNI7P19W68R95S22
Authors:
Venkata Vaishnav Tadiparthi
,
Raktim Bhattacharya

Abstract

View Video Presentation: https://doi.org/10.2514/6.2022-2086.vid Verification of performance for complex nonlinear dynamical systems requires an accurate estimation of their domains of attraction. In this paper, we estimate these regions borrowing tools from statistical learning to obtain an active ...

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