We analyze the complex interplay of the strong correlations and impurities in
a high temperature superconductor and show that both the nature and degree of
the inhomogeneities at zero temperature in the local order parameters change
drastically from what are obtained in a simple Hartree-Fock-Bogoliubov theory.
While both the strong electronic repulsions and disorder contribute to the
nanoscale inhomogeneity in the population of charge-carriers, we find them to
compete with each other leading to a relatively smooth variation of the local
density. Our self-consistent calculations modify the spatial fluctuations in
the pairing amplitude by suppressing all the double-occupancy within a
Gutzwiller formalism and prohibit the formation of distinct
superconducting-islands'. In contrast, presence of such islands’ controls the
outcome if strong correlations are neglected. The reorganization of the spatial
structures in the Gutzwiller method makes these superconductors surprisingly
insensitive to the impurities. This is illustrated by a very weak decay of
superfluid stiffness, off-diagonal long range order and local density of states
up to a large disorder strength. Exploring the origin of such a robustness we
conclude that the underlying one-particle normal states reshape in a rich
manner, such that the superconductor formed by pairing these states experiences
a weaker but spatially correlated effective disorder. Such a route to
superconductivity is evocative of Anderson’s theorem. Our results capture the
key experimental trends in the cuprates.

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