Livermore, home to two major U.S. weapons laboratories, existed as a city of fences and secrets during the Cold War and for years afterward. Now, some of those fences are receding.

Both of the city's weapons labs—Lawrence Livermore National Laboratory and Sandia National Laboratories—are moving forward on plans to build a campus where government scientists and outside researchers can work together on clean-energy technology.

Dubbed...