  The sign problem appears in lattice QCD as soon as a non-zero chemical
potential is introduced. This prevents direct simulations to determine the
phase structure of the strongly interacting matter. Complex Langevin methods
have been successfully used for various models or approximations of QCD.
However, in some scenarios it converges to incorrect results. We present
developments of our new method that helps to improve the convergence by keeping
the system closer to the SU(3) manifold and discuss preliminary tests and
results.
