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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
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From Bonn to Bonn: One decade of international engagement in Post-Taliban Afghanistan

Conjuntura Austral. 2013. Vol. 4. No. 15-16. P. 4–21.
Mayer Napoleão T. A.

This article reviews and interprets the main landmarks of international military, civil and diplomatic engagement in Afghanistan in the first decade after the deposition of the Taliban regime. We identify four stages in this unfinished process: a moment of illusory stability (2001-2005); the intensification of the Taliban uprising (2006-2008); the apex of the conflict, under the strategy of counter-insurgency (2009-2011); and the current challenges of military transition and political reconciliation (2012-2014). We also reflect over the impact of the Afghan War upon multilateral statebuilding exercises.

Priority areas: state and public administration law humanitarian
Language: Portuguese
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DOI
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Keywords: international securityNATO Afghanistan Warstatebuilding
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