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CONVOLUTIONAL NEURAL NETWORKS AS A METHOD TO SOLVE ESTIMATION PROBLEM OF ACOUSTIC WAVE PROPAGATION IN POROELASTIC MEDIA

Marat Nurtas, Associate Professor of Department of Mathematical and Computer Modeling, International Information Technologies University, Zh. Baishemirov, V. Tsay, M. Tastanov, Zh. Zhanabekov, maratnurtas@gmail.com, https://orcid.org/0000-0003-4351-0185, PhD, Associate Professor of Abai Kazakh National Pedagogical University, Senior Research Officer of RSE Institute of Information and Computational Technology CS MES RK; zbai.kz@gmail.com, https://orcid.org/0000-0002- 4812-4104, master student, Department of Mathematical and Computer Modeling, 1International Information Technologies University; tsay.victor96@gmail.com, https://orcid.org/0000-0002-6073-2030, Master Student of Department of Mathematical and Computer Modeling, International Information Technologies University; tychty4@gmail.com, https://orcid.org/0000-0002-1802-6394, Master Student of Department of Mathematical and Computer Modeling, International Information Technologies University; zzhanabekov@gmail.com, https://orcid.org/0000-0001-5984-7132
2020 Izvestiâ Nacionalʹnoj akademii nauk Respubliki Kazahstan. Seriâ fiziko-matematičeskaâ  

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doi:10.32014/2020.2518-1726.65 fatcat:rh4apg27a5bwpggkhq557l6rbu
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Marat Nurtas, Associate Professor of Department of Mathematical and Computer Modeling, International Information Technologies University, Zh. Baishemirov, V. Tsay, M. Tastanov, Zh. Zhanabekov, maratnurtas@gmail.com, https://orcid.org/0000-0003-4351-0185, PhD, Associate Professor of Abai Kazakh National Pedagogical University, Senior Research Officer of RSE Institute of Information and Computational Technology CS MES RK; zbai.kz@gmail.com, https://orcid.org/0000-0002- 4812-4104, master student, Department of Mathematical and Computer Modeling, 1International Information Technologies University; tsay.victor96@gmail.com, https://orcid.org/0000-0002-6073-2030, Master Student of Department of Mathematical and Computer Modeling, International Information Technologies University; tychty4@gmail.com, https://orcid.org/0000-0002-1802-6394, Master Student of Department of Mathematical and Computer Modeling, International Information Technologies University; zzhanabekov@gmail.com, https://orcid.org/0000-0001-5984-7132. "CONVOLUTIONAL NEURAL NETWORKS AS A METHOD TO SOLVE ESTIMATION PROBLEM OF ACOUSTIC WAVE PROPAGATION IN POROELASTIC MEDIA." Izvestiâ Nacionalʹnoj akademii nauk Respubliki Kazahstan. Seriâ fiziko-matematičeskaâ 4.332 (2020) 52-60