If a woman is angry at something, or at you, what do you do to calm her down?

And not telling her to calm down, because it'll escalate things further...

If a woman I know would be mad at me, I'd try my best for her to not get aggressive by holding her until she stops struggling because she would be hitting me. When she stops, I tend to hug her to calm her down.