How do I regenerate troops / fighters / bombers?

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I just invaded a system and lost some of my landing troops, e.g. my ship details shows Troops: 1/2
. How do I regenerate those? I don't seem to be able to repair or retrofit the ships.
If the answer is "just wait", how long does it take? And do I have to be in friendly systems?
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