Potential mapping of Permeability is a crucial factor in determining the productivity of an oil and gas reservoirs. Accurately estimating permeability is essential for optimizing production and reducing operational costs. In this study. we utilized the CUDNNLSTM algorithm to estimate reservoir permeability. https://www.chincoponydrillteam.com/product-category/pendulum/