Sounds like Stephen King's novella "The Mist," from the collection Skeleton Crew. I think there was some ambiguity re whether they traveled back in time or whether the mysterious army base opened up a breach in the space-time continuum (as mysterious army bases are wont to do) or what. Fun story, in any case; I'm surprised no one ever made a movie out of it.
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