Jul 2026
Ascend to Science: Exploration of AI Chips for Scientific Computing
The rapid rise of AI-oriented accelerators has reshaped compute systems around low-precision tensor engines, raising a practical question for the HPC community: under what conditions can such hardware support scientific workloads that demand numerical robustness, irregular memory access, and scalability? Using the Asce...
Weicheng Xue, Kai Yang, Yongxiang Liu et al.
· arXiv.org · 0 citations