Spatiotemporal extrapolation for vibration to strain estimation using domain adaptation
Soheila Sadeghi Eshkevari,
Soheil Sadeghi Eshkevari,
Iman Dabbaghchian
et al.
Abstract:Structural health monitoring relies on direct measurements from the structure for a variety of necessary investigations including operational modal analysis, life-cycle assessment, damage detection, and model updating. Although, because of complications and inherent inaccuracies in this direct measurement, engineers have been seeking to facilitate the data collection using machine learning-based approaches for a more robust strategy. In this work, a novel transfer learning framework is proposed to enable spati… Show more
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