Beyond pattern recognition or AI acceleration, neuromorphic computers can now efficiently solve partial differential equations
https://www.eurekalert.org/news-releases/1111823 "large-scale simulation modeling (fluid dynamics, electromagnetics, structural mechanics, nuclear physics) using rigorous partial differential equations' exascale-level computations using much less power than conventional supercomputers... leads to world's first neuromorphic supercomputer... additionally, a health angle: brain’s architecture naturally wired for complex physics, so neurological disorders like Alzheimer’s and Parkinson’s may be diseases of computation"