Effective removal of cuttings from the central channel of the drill tool is critical for directional drilling using pneumatic down-the-hole hammers, yet the flow behavior of cuttings in reverse ...

A deep learning model combining a Convolutional Autoencoder and LSTM to predict unsteady flow fields around a 2D cylinder, trained on CFD data from Basilisk. Designed for efficient reconstruction a ...