Actually, There are so many software available for nonlinear regression and multi-linear regression. But I haven't find any freely available software for multiple nonlinear regression.
For the R system, here's a good resource outlining multiple ways to achieve nonlinear regression: https://data-flair.training/blogs/r-nonlinear-regression/