This year, 55 graduate students will receive support through the Presidential Scholarship of the President of Belarus. The corresponding decree was signed by President Alexander Lukashenko. These young scientists are conducting dissertation research in priority areas of scientific, technical, and technical innovation. Their research covers relevant topics in various fields, from engineering to literature. The results of their research are already being implemented in education and economics, published in scientific journals, and presented at national and international conferences.

The Transformer architecture served as the basis for the development of the neural network architecture. The core elements of the developed architecture are fully connected (dense) layers and a multi-attention mechanism (MultiHeadAttention). During the design, the multi-attention mechanism was supplemented with summation and normalization layers. The summation layer performs an element-by-element addition of the input and output values ​​of the attention layer. The fully connected hidden layers use the ReLU activation function. The output layer contains five neurons with a Softmax activation function.

Although the work is still ongoing, the results are generating considerable interest in scientific circles and industry organizations. The graduate student hopes that his development will eventually replace existing systems, which are sometimes prone to data inaccuracy. The new monitoring system will analyze data during communication sessions and accurately assess the condition of spacecraft subsystems, predict potential failures, and optimize the work of space engineers.

Congratulations to the laureates! We are proud of Belarusian science! We believe in the success of the UIIP NASB scientists!