Publications by authors named "O A Kuznetsov"

Article Synopsis
  • The paper explores the use of Convolutional Neural Networks (CNNs) for detecting image steganography, focusing on SRNet's performance against different steganography techniques.
  • Initial tests revealed that SRNet struggled with Spread Spectrum Image Steganography (SSIS), leading to fine-tuning for better detection of SSIS, which improved results but slightly weakened performance on other methods.
  • The study emphasizes the need for a balance in model adaptation and suggests future research on multi-task learning and other machine learning strategies to enhance the effectiveness of steganalysis models.
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Aldehydes are ubiquitous in star-forming regions and carbonaceous chondrites, serving as essential intermediates in metabolic pathways and molecular mass growth processes to vital biomolecules necessary for the origins of life. However, their interstellar formation mechanisms have remained largely elusive. Here, we unveil the formation of lactaldehyde (CHCH(OH)CHO) by barrierless recombination of formyl (HĊO) and 1-hydroxyethyl (CHĊHOH) radicals in interstellar ice analogs composed of carbon monoxide (CO) and ethanol (CHCHOH).

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In this work, two commercial UHMWPE (ultra-high molecular weight polyethylene) resins used in orthopedics, GUR 1050 and GUR 1020, were evaluated through linear reciprocating dry friction tests. Average contact pressures (P) of 34 MPa and 50 MPa and sliding velocities (V) of 0.02 m/s and 0.

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The simplest polycyclic aromatic hydrocarbon (PAH) carrying a five-membered ring-9H-fluorene (C H )-is produced isomer-specifically in the gas phase by reacting benzyl (C H ⋅) with phenyl (C H ⋅) radicals in a pyrolytic reactor coupled with single photon ionization mass spectrometry. The unconventional mechanism of reaction is supported by theoretical calculations, which first produces diphenylmethane and unexpected 1-(6-methylenecyclohexa-2,4-dienyl)benzene intermediates (C H ) accessed via addition of the phenyl radical to the ortho position of the benzyl radical. These findings offer convincing evidence for molecular mass growth processes defying conventional wisdom that radical-radical reactions are initiated through recombination at their radical centers.

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Background: Mouse neutralization test is widely used to determine the level of anti-rabies antibodies, but it is labor-intensive and time consuming. Alternative methods for determining the neutralizing activity of anti-rabies sera and immunoglobulin in cell cultures are also known. Methods such as FAVN and RFFIT involve the use of fluorescent diagnostics.

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