I hope you can make it back again some year when they are at peak bloom. There's also a very nice neighborhood called Kenwood in Maryland just a mile or so from the border which is fully planted with the same Yoshino cherries. Here's a cool live feed of the trees at the Tidal Basin: https://www.bloomcam.org/