Set against the backdrop of the greatest race against time in the history of science — the mission to build the world’s first atomic bomb — “Manhattan” follows the brilliant but flawed scientists and their families in Los Alamos as they attempt to coexist in a world where secrets and lies infiltrate every aspect of their lives.