I'm not sure it's a good idea to be making 100 year investments: many such investments will turn out to be investments in a 100 year buggy whip factory. Consider, for instance, passenger rail to Detroit, Gary or Buffalo (in 1900).

Note: I'm not expressing an opinion on whether basic science qualifies, I'm too biased (my salary comes from an NSF grant). I'm just questioning the assumptions.