Tatyana R. Velieva
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View article: Methods for developing and implementing large language models in healthcare: challenges and prospects in Russia
Methods for developing and implementing large language models in healthcare: challenges and prospects in Russia Open
Large language models (LLMs) are transforming healthcare by enabling the analysis of clinical texts, supporting diagnostics, and facilitating decision-making. This systematic review examines the evolution of LLMs from recurrent neural netw…
View article: Detection of cyber-attacks on the power smart grids using semi-supervised deep learning models
Detection of cyber-attacks on the power smart grids using semi-supervised deep learning models Open
Modern smart energy grids combine advanced information and communication technologies into traditional energy systems for a more efficient and sustainable supply of electricity, which creates vulnerabilities in their security systems that …
View article: USING LABOR MARKET DATA FOR ANALYSIS AND EDUCATION
USING LABOR MARKET DATA FOR ANALYSIS AND EDUCATION Open
Education systems provide specialists of different levels and specializations for the labor market. However, in the modern dynamic world of artificial intelligence, pandemic, and remote work, the labor market is evolving dramatically from …
View article: Numerical analysis of eikonal equation
Numerical analysis of eikonal equation Open
The Maxwell equations have a fairly simple form. However, finding solutions\nof Maxwell's equations is an extremely difficult task. Therefore, various\nsimplifying approaches are often used in optics. One such simplifying approach\nis to u…
View article: Parametric Study of the System with Active Queue Management Module
Parametric Study of the System with Active Queue Management Module Open
Self-oscillating modes in control systems of computer networks quite negatively affect the characteristics of these networks. The problem of finding the areas of self-oscillations is actual and important as the study of parameters of self-…
View article: The approach to investigation of the the regions of self-oscillations
The approach to investigation of the the regions of self-oscillations Open
Self-oscillating modes in control systems of computer networks quite negatively affect the characteristics of these networks. The problem of finding the areas of self-oscillations is actual and important as the study of parameters of self-…
View article: Application of the Harmonic Linearization Method to the Study a Control Systems with a Self-Oscillatory Regime
Application of the Harmonic Linearization Method to the Study a Control Systems with a Self-Oscillatory Regime Open
In data transmission networks implemented as systems with control, the phenomenon of global synchronization can occur. Outwardly, this phenomenon manifests itself as a self-oscillating mode in the system. This mode negatively affects the c…
View article: Modelica-based TCP simulation
Modelica-based TCP simulation Open
For the study and verification of our mathematical model of telecommunication systems a discrete simulation model and a continuous analytical model were developed. However, for various reasons, these implementations are not entirely satisf…
View article: Stochastic Runge–Kutta Software Package for Stochastic Differential Equations
Stochastic Runge–Kutta Software Package for Stochastic Differential Equations Open