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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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Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
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?

Case Method and Its Implication in Business English Teaching

P. 196–200.
Ursul N. V.

Unlike traditional lecture-based teaching where student participation in the classroom is minimal, the case study method requires students’ active participation and involvement in the classroom. Case studies are extremely rich in content and provide the learner with the potential to consolidate already acquired knowledge and train specific language as well as managerial skills. Many instructors are rather skeptical regarding the use of case studies in the classroom situation for many reasons. However, the advantages of case studies are numerous. They develop critical thinking, improve organizational and communication skills. The paper presents a methodology on how the case studies can be applied in teaching business English.

Language: English
Text on another site
Keywords: case studyEnglish language teachingwritten and oral communicationsmanagerial communication skills

In book

Proceedings of IAC-TLEI 2016 in Budapest
Ursul N. V. Vydavatel, 2016.
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