An Invariant Compiler for Neural ODEs in AI-Accelerated Scientific Simulation

Fangzhou Yu, Yiqi Su, Ray Lee +2

Neural ODEs are increasingly used as continuous-time models for scientific and sensor data, but unconstrained neural ODEs can drift and violate domain invariants (e.g., conservatio…