Abstract: Neural Ordinary Differential Equations (NODEs) revolutionize the way we view residual networks as solvers for initial value problems (IVPs), with layer depth serving as the time step. In ...

If you find this repo helpful, we would appreciate it if you could kindly cite our survey. @article{liu2025graph, title={Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential ...

There is a new No. 1 overall as the Giants claimed the top spot while on a bye. The Saints and Titans were victorious this week, which led to them slipping down the draft order. The Browns were a ...

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and ...