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September 11, 2026
How to Assess Students Knowledge in the Age of AI
A researcher at HSE University has proposed a flowchart to help lecturers decide how to assess students who use artificial intelligence. It shows where the use of AI should be restricted and where it can be incorporated into the learning process. The article has been published in IT Professional.
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Scientists Train Neural Network to Generate Process Plans from 3D Models
Researchers at the HSE FCS AI and Digital Science Institute have developed CAD2TechSpec, a framework that converts 3D models of mechanical parts into machining process plans—step-by-step instructions for machine tools. The solution aims to reduce the time required for the design and preparation of technical process documentation in mechanical engineering, aircraft manufacturing, and other high-tech industries. The study findings have been published in PeerJ Computer Science.

 

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Integrated optical transceiver based on III-V microdisk laser and photodiode

St. Petersburg Polytechnical University Journal: Physics and Mathematics. 2022. Vol. 15. No. 3.3. P. 371–375.
Kryzhanovskaya N., Moiseev E., Dragunova A., Maximov M. V., Zhukov A.

In this work, we study III-V p-i-n photodetectors and disk microlasers in terms of their static and small-signal modulation frequency response. InGaAs/GaAs quantum welldots (QWDs) are used as the active region of the devices to provide operation wavelength around 1.1 µm, high optical and frequency response and temperature stability of characteristics. 30 µ m-in-diameter microdisk lasers revealed CW output power level of 15–22 mW and error-free 10 Gbit/s data transmission at 30 ºC without temperature stabilization. The microdisk laser and the p-i-n photodiode were heterogeneously integrated on a silicon substrate by Au-Au thermocompression bonding to form a compact transceiver. Detection of microlaser emission by the closely placed p-i-n photodiode is studied. The absolute value of the responsivity of the waveguide detector as high as 0.68 A/W for the unbiased device is demonstrated. The efficiency of the optical link at the level of 1.4% is achieved. Approaches to obtain higher efficiency of the optical link are discussed.

Research target: Physics Nanotechnologies
Language: English
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Keywords: microlaserQuantum well-dots
Publication based on the results of:
Investigation of the characteristics of micro- and nanolasers based on A3B5 semiconductor heterostructures of various quantum dimensions (2023)
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Added: March 14, 2023
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