科学的神经符号编程

Oct, 2022

Neurosymbolic Programming for Science

Jennifer J. Sun, Megan Tjandrasuwita, Atharva Sehgal, Armando Solar-Lezama, Swarat Chaudhuri...

TL;DRNeurosymbolic Programming techniques combine neural and symbolic components to learn complex patterns from data, and can interface with prior knowledge to produce interpretable outputs, providing opportunities for scientific discovery.

Abstract

neurosymbolic programming (NP) techniques have the potential to accelerate scientific discovery across fields. These models combine neural