4 citations · 4 across the 4 of their papers we have counts for
4 papers
An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc
Hong Zhang, Barry Smith, Satish Balay +4
While LLMs have accelerated scientific code generation, comprehensively evaluating generated code remains challenging. Many benchmarks emphasize functional correctness or task comp…
PETSc/TAO Developments for GPU-Based Early Exascale Systems
Richard Tran Mills, Mark Adams, Satish Balay +9
The Portable Extensible Toolkit for Scientific Computation (PETSc) library provides scalable solvers for nonlinear time-dependent differential and algebraic equations and for numer…
Frustrated with MPI+Threads? Try MPIxThreads!
Hui Zhou, Ken Raffenetti, Junchao Zhang +2
MPI+Threads, embodied by the MPI/OpenMP hybrid programming model, is a parallel programming paradigm where threads are used for on-node shared-memory parallelization and MPI is use…
Safe, Seamless, And Scalable Integration Of Asynchronous GPU Streams In PETSc
Jacob Faibussowitsch, Mark F. Adams, Richard Tran Mills +2
Leveraging Graphics Processing Units (GPUs) to accelerate scientific software has proven to be highly successful, but in order to extract more performance, GPU programmers must ove…