Seismic impedance inversion is a vital way of geological interpretation and reservoir investigation from a geophysical perspective. However. it is inevitably an ill-posed problem due to the noise or the band-limited characteristic of seismic data. Artificial neural network have been used to solve nonlinear inverse problems in recent years. https://thebanyantreers.shop/product-category/umbrella-stands/