No. Humans memorise algorithms for different patterns and then apply them. Humans don’t solve a rubic’s cube by trying to find the least moves.
The method used by a majority of cubers is called "CFOP" [1] which can can solve the cube in "average 50-60 moves" according to a quora user [2].
[1] https://ruwix.com/the-rubiks-cube/advanced-cfop-fridrich/ [2] https://www.quora.com/How-many-moves-does-it-take-to-solve-R...