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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.
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The Evolution of Relations between Myanmar and China in the 1990s: Results and Assessments

Southeast Asia: Actual Problems of Development. 2020. Vol. 3. No. 48. P. 145–155.
Wai Yan Phyo Naing
In press

The article gives insights in relations between Myanmar and China after Myanmar’s generals seized power through a coup d'état in September 1988. As a result of repressions and the failed power transition to the opposi- tion in 1990, the US and Europe imposed harsh economic sanctions on My- anmar’s military government. This forced the Yangon to establish closer po- litical and economic ties with Beijing. The author outlines the specificity of cooperation between Myanmar and China along the political-military, the economic and the social tracks with the focus upon discrepancies between the official and the grass-root levels. In the author’s opinion, the growing imbal- ance between these dimensions accounted for the key vulnerability factor in the dialogue between the two countries.

Priority areas: economics sociology state and public administration
Language: English
Full text
DOI
Keywords: international sanctionsbilateral tradepolitical tiesChinese migrant workersMyanmar-China relations
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