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News
August 25, 2026
Scientists Develop Algorithm for More Reliable Processors in Data Centres
Researchers from HSE MIEM and Samara University have developed the LRF-3D algorithm to automatically bypass idle nodes in three-dimensional networks-on-chip. Thanks to its hierarchical architecture, the algorithm outperforms existing solutions in both speed and path accuracy, improving processor reliability for use in data centres, supercomputers, and AI computing. The source code and test results are publicly available.
August 24, 2026
Researchers Develop Method for Direct Generation of Regulatory DNA
Researchers at HSE University have developed a model for generating promoters and enhancers—DNA sequences that regulate gene activity. The model works directly with DNA nucleotides, without first transforming them into a continuous numerical representation. This solution could be useful for applications in synthetic biology and gene therapy. The study results were presented at the ICLR 2026 Workshop ‘Generative AI in Genomics (Gen^2): Barriers and Frontiers.’
August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.

 

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Optimal Design of Copper-Doped ZnO Heterostructures for Photocatalytic and Photoeletrochemical Performance: A Combined Experimental and DFT Study

The Journal of Physical Chemistry Letters. 2026. Vol. 17. No. 17. P. 5099–5107.
Wary R. R., Mahato B., Sharma N., Choudhury S. P., Kazakova E., Ostovari Moghaddam A., Prezhdo O., Andrey S. Vasenko, Das A.

Development of heterojunction materials is an efficient approach for enhancing photocatalytic and photoelectrochemical processes. We develop a ZnO/CuO heterojunction via Cu doping into a ZnO matrix. Structural characterization confirmed that Cu was effectively incorporated into ZnO without any structural changes. The improved optical properties and reduced charge carrier recombination of the doped samples were confirmed by PL, EIS, and TRPL analyses. DFT was used to characterize the modified electronic properties of the materials. The optimal sample (ZnO with 3 wt % Cu) exhibited a photocurrent density of 2.05 mA/cm2 at the onset potential of 0.60 V vs Ag/AgCl (1.21 V vs RHE), which is four times superior to that of bare ZnO. As an application, a complete photocatalytic degradation of methylene blue dye was observed by the optimal sample, attributed to synergy between ZnO and CuO, induced by appropriate Cu-doping.

Research target: Chemistry Materials Technologies
Language: English
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Keywords: Photocatalysis dopingDensity functional theory (DFT)heterojunction materials
Publication based on the results of:
Quantum devices and technologies of the new generation (2025)
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