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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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Polylactide nanoparticle impregnation with carbamazepine in supercritical media and its subsequent release in liquid solvents: insights from molecular simulation

Journal of Molecular Liquids. 2022. Vol. 352. Article 118758.
Gurina D., Budkov Y., Kiselev M. G.

A full-atomic classical molecular dynamics simulation of polylactide nanoparticle impregnation with carbamazepine in supercritical carbon dioxide was performed. The effect of temperature (333 K, 373 K), pressure (20 MPa, 40 MPa) and ethanol addition (1.7 mol.%) on the impregnation process was studied. Based on the solvent accessible surface area values it was concluded that a pressure increase and cosolvent addition have a positive effect on polymer swelling, and a temperature increase at a similar pressure value has a negative effect. It was demonstrated that carbamazepine gets adsorbed on the polymer nanoparticle surface and penetrates inside the polymer matrix. The main interaction sites were determined. The average number and lifetime of hydrogen bonds, the solute mobility before and after the impregnation process were estimated. The possibility of carbamazepine release from the polylactide nanoparticle in water, ethanol and dichloromethane was studied at 310 K and 0.1 MPa. Since the drug and polymer affinities to the solvents are not equal, their release behavior is completely different.

Research target: Chemistry Physics
Language: English
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Keywords: supercritical fluidsсверхкритические флюиды molecular dynamicsклассическая молекулярная динамикаSwellingНабухание полимеровdrug compoundsлекарственные соединения
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