Not to disagree, but to amplify: tubes survive nuclear explosions better than solid-state electronics because they are a bit less prone to the effects of the Electro-Magnetic Pulse (EMP). Not because they are physically more robust.
This also why a '67 VW Bug would survive better than a 2008 Caddy. Much simpler electronics. Any integrated circuits will still fry, unfortunately. Especially if the amp is plugged in at all. Putting your amp on "Standby" won't help when the bombs start to fall. :wink:
Mechanically, one should still treat tubes the same as light bulbs - thin, fragile glass bottles filled with vacuum.
Of course, in the event of a nuclear holocaust, your first concern may not be the next blues jam meet-up.
Cheers!