Abstract Wave Energy Converters (WECs) have been increasingly installed in various
coastal regions due to the higher energy density of waves than other renewable sources …

Data-driven methods provide model creation tools for systems where the application of
conventional analytical methods is restrained. The proposed method involves the data …

In this paper, we describe the concept of generative design approach applied to the
automated evolutionary learning of mathematical models in a computationally efficient way …

The modern machine learning methods allow one to obtain the data-driven models in
various ways. However, the more complex the model is, the harder it is to interpret. In the …

The paper proposes and investigates an approach for surrogate-assisted performance
prediction of data-driven knowledge discovery algorithms. The approach is based on the …

Optimization is omnipresent in many research areas and has become a critical component
across industries. However, while researchers often focus on a theoretical analysis or …

Optimization is omnipresent in many research areas and has become a critical component
across industries. However, while researchers often focus on a theoretical analysis or …

Геомеханический мониторинг напряженного состояния массива горных пород (далее
МГП)–это активно развивающийся раздел геомеханики, в котором на данный момент …

Современные исследования процессов океана и атмосферы в значительной мере
опираются на богатый задел в области численного гидродинамического и …

The modern machine learning methods allow one to obtain the datadriven models in various
ways. However, the more complex the model is, the harder it is to interpret. In the paper, we …