We investigate the use of machine learning for solving analytic problems in theoretical physics. In particular. symbolic regression (SR) is making rapid progress in recent years as a tool to fit data using functions whose overall form is not known in advance. Assuming that we have a mathematical problem that is posed analytically. https://www.kaliboat.com/product-category/gardenhome-improvementplumbing/