Geophysical Inversion Software Package

Resource Overview

A comprehensive software package for geophysical inversion, focusing on regularization procedures, including MATLAB implementation code and accompanying textbooks

Detailed Documentation

This geophysical inversion software package primarily contains regularization procedures designed to assist users in understanding inversion processes while improving accuracy and efficiency in geophysical applications. The package includes MATLAB code implementations featuring key algorithms such as Tikhonov regularization, gradient descent optimization, and misfit function minimization. These programs demonstrate practical approaches to solving ill-posed inverse problems through matrix operations, constraint handling, and iterative convergence techniques. Additionally, the package provides essential textbooks that cover theoretical foundations, including mathematical formulations of forward modeling and inversion methodologies. These resources help users comprehend inversion principles, applications, and implementation specifics. Through studying the accompanying literature, users can gain deeper insights into the historical development and theoretical background of geophysical inversion, thereby mastering domain knowledge more effectively.