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LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law.
Toni J. B. Liu
Nicolas Boullé
Raphaël Sarfati
Christopher J. Earls
Published in:
CoRR (2024)
Keyphrases
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dynamical systems
differential equations
dynamic systems
state space
nonlinear dynamics
qualitative simulation
nonlinear dynamical systems
network architecture
phase space
linear systems
machine learning
dynamical behavior
neural network
cellular automata