30 citations · 31 across the 3 of their papers we have counts for
3 papers
SeismiQB -- a novel framework for deep learning with seismic data
Alexander Koryagin, Roman Khudorozhkov, Sergey Tsimfer +1
In recent years, Deep Neural Networks were successfully adopted in numerous domains to solve various image-related tasks, ranging from simple classification to fine borders annotat…
Seismic horizon detection with neural networks
Alexander Koryagin, Darima Mylzenova, Roman Khudorozhkov +1
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…
PyDEns: a Python Framework for Solving Differential Equations with Neural Networks
Alexander Koryagin, Roman Khudorozkov, Sergey Tsimfer
Recently, a lot of papers proposed to use neural networks to approximately solve partial differential equations (PDEs). Yet, there has been a lack of flexible framework for conveni…