Software libraries are powerful means of sharing verified, optimized algorithms and their implementations. Applied research, development, and support are needed to extend existing DOE ECP mathematical software libraries to make better use of exascale architectural features. DOE-supported libraries encapsulate the latest results from mathematics and computer science R&D; many DOE mission- critical applications rely on these numerical libraries and frameworks to incorporate the most advanced technologies available.