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AI-coupled HPC Workflows
[article]
2022
arXiv
pre-print
Increasingly, scientific discovery requires sophisticated and scalable workflows. Workflows have become the "new applications," wherein multi-scale computing campaigns comprise multiple and heterogeneous executable tasks. In particular, the introduction of AI/ML models into the traditional HPC workflows has been an enabler of highly accurate modeling, typically reducing computational needs compared to traditional methods. This chapter discusses various modes of integrating AI/ML models to HPC
arXiv:2208.11745v1
fatcat:fr5y2au7jbardjzrbikayz366y