Integrating physical units into high-performance AI-driven scientific computing.

ABSTRACT: Artificial intelligence is revolutionizing scientific research across various disciplines. The foundation of scientific research lies in rigorous scientific computing based on standardized physical units. However, current mainstream high-performance numerical computing libraries for artificial intelligence generally lack native support for physical units, significantly impeding the integration of artificial intelligence methodologies into scientific research. To fill this gap, we introduce SAIUnit, a system designed to seamlessly integrate physical units into scientific artificial intelligence libraries, with a focus on compatibility with JAX. SAIUnit offers a comprehensive library of over 2000 physical units and 500 unit-aware mathematical functions. It is fully compatible with JAX transf

SUBMITTER: Wang C 

PROVIDER: S-EPMC12003880 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature