The main goal of the AutoTuning and Adaptivity appRoach for Energy efficient eXascale HPC systems (ANTAREX) project was to design a self-adaptive approach for applications running on supercomputers using a domain-specific language. Controlling their runtime and introducing self-adaptation made it possible to achieve energy-efficient heterogeneous HPC systems at the Exascale Level.