Hi, Currently, I am solving a nonlinear equation with some linearization method. I am thinking to modify it with a nonlinear solver. With PETSc library, I am confident to do it. I just want to ask those who have experiences with nonlinear solver if matrix-free method will be faster. Thank you very much.