Nature

Convolutional autoencoder network lithology recognition based on scratch tests

To address the characteristic of frequent lithological alternations in the continental shale of the Songliao Basin in China and meet the refined requirements of reservoir modeling, it is necessary to ...
Nature

Multi scale convolutional neural network combining BiLSTM and attention mechanism for bearing fault diagnosis under multiple working conditions

Rolling bearings are key components of rotating electromechanical equipment, which are prone to failure under complex working load conditions, directly affecting the safe and reliable operation of the ...