no code implementations • 10 Jan 2020 • Alexander Koryagin, Darima Mylzenova, Roman Khudorozhkov, Sergey Tsimfer
Over the last few years, Convolutional Neural Networks (CNNs) were successfully adopted in numerous domains to solve various image-related tasks, ranging from simple classification to fine borders annotation.
no code implementations • 10 Jan 2020 • Alexander Koryagin, Roman Khudorozhkov, Sergey Tsimfer, Darima Mylzenova
Unfortunately, many of the seismic processing tools were developed years before the era of machine learning, including the most popular SEG-Y data format for storing seismic cubes.
no code implementations • 25 Sep 2019 • Alexander Koryagin, Roman Khudorozkov, Sergey Tsimfer
Recently, a lot of papers proposed to use neural networks to approximately solve partial differential equations (PDEs).
