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

This research introduces an invariant compiler framework that enforces domain constraints by construction in Neural ODEs, utilizing LLM-driven workflows to g...

Level: expert

By Fangzhou Yu, Yiqi Su, Ray Lee, Shenfeng Cheng, Naren Ramakrishnan

Category: research