Titlebook: High-Performance Computing Systems and Technologies in Scientific Research, Automation of Control an; 12th International C Vladimir Jordan,

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Conference proceedings 2022ic Research, Automation of Control and Production, HPCST 2022, held in Barnaul, Russia, during May 20–21, 2022. .The 23 full papers included in this book were carefully reviewed and selected from 116 submissions. They were organized in topical sections as follows: hardware for high-performance compu

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Darcy Problem Solution in a Mixed Formulation for Geological Media of Various Structuresrther detailed analysis of the numerical pressure and velocity fields obtained as a result of solving the filtration problem, and also graphical display of the solution the Tecplot program can be used.

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Hierarchical Encoder-Decoder Neural Network with Self-Attention for Single-Channel Speech Denoisingthe loss function in the developed method. The DNS Challenge 2020 dataset, which includes samples of clean voice records and a representative set of various noise classes, was used to train the network. To compare performance with the best existing models several standard quality metrics (WB-PESQ, S

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Frequency-Domain Generalized Phase Transform Method in Pipeline Leaks Locatinggression models. Despite the lack of clear advantages in terms of accuracy, the TDE in the frequency domain provides an additional information channel to the leak detector operator. We propose and describe an adapted algorithm for generalized TDE in the frequency domain with the least squares regres

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Inverse Problem Regularization of Parametric Identification of the Particle Temperature Distributionctrum of particles from the calculated values of its model spectrum corresponding to these readings. The model spectrum of the thermal radiation of particles is determined by the integral Fredholm operator of the first kind with the kernel of the operator based on the Planck function and the model p

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Application of the Heterogeneous Multiscale Finite Element Method for Modelling the Compressibility l subdomains (macroelements) from the general domain, in each of which the solution is constructed independently. To ensure the continuity of the stress-strain state in the whole modeling domain, special projectors are formed taking into account the macro- and microstructure of the sample. This appr