This is what works for me! Plus making sure to remove my coat - getting hot always makes it worse, so I wear layers when I know I’ll be Metro-ing.

I also recently went to NYC and was amazed that I felt totally fine on an hour-long subway ride, but so ill on the 2 stops back home on the DC Metro.