The strain hardening in gradient nanostructure is theoretically investigated.
The experimentally observed surface nonuniform deformation is well reproduced.
A strain hardening rate upturn is well predicted.
The strain hardening can be as high as that of the coarse-grained counterpart.
The high strain hardening results from the generation of geometrically necessary dislocations.