std::valarray does not have multidimensional support at all. In fact, std::valarray is a relatively abandoned part of the standard library. You'll have to go with one of the 3rd party libraries for better support.

My point was not so much that valarray is awesome, but that articles like this one tend to fight a very strawman version of C++, even when just sticking to strictly standard components.