COGENT: Continuous Graph Emulators with Neural ODEs for Long-Term Physical Forecasting

arXiv·low signal

Liu and Rahnemoonfar present COGENT, a continuous graph emulator using neural ordinary differential equations for long-term physical forecasting on irregular geospatial meshes. The focus is scientific-ML surrogate modeling. Off the core agent path, included for completeness as a recent ML systems contribution.