Before revision:  Second, we find that the conventional optimization methods usually get stuck in the local minima and could not find the true solution in learning  multiscale chemical reactions.
After revision:  Second, we find that the conventional optimization methods usually get stuck in the local minima and could not find the true solution in learning the multiscale chemical reactions.