Author

M. Lee

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#machine learning Preprint Sep 2026

Time Without Timesteps: Simulating Coupled Dynamical Systems via Self-Consistency

This work explores a different formulation for coupled systems, where a neural surrogate mapping a full driving trajectory and initial condition directly to a full output trajectory is trained and where surrogate error degrades it.

Liyu Zerihun, M. Lee · 0 citations