297 citations · 415 across the 9 of their papers we have counts for
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physics.geo-ph2019★ 1 cited
Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks
Vladimir Puzyrev, Andrei Swidinsky
Inversion of electromagnetic data finds applications in many areas of geophysics. The inverse problem is commonly solved with either deterministic optimization methods (such as the…
cs.LG2019★ 1 cited
Deep convolutional autoencoder for cryptocurrency market analysis
Vladimir Puzyrev
This study attempts to analyze patterns in cryptocurrency markets using a special type of deep neural networks, namely a convolutional autoencoder. The method extracts the dominant…