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Grokking phase transitions in learning local rules with gradient descent
Further, we introduce a tensor-network map that connects the proposed grokking setup with the standard (perceptron) statistical learning theory and show that grokking is a consequence of the locality of the teacher model.
Semi-classical quantisation of magnetic solitons in the anisotropic Heisenberg quantum chain
Using the algebro-geometric approach, we study the structure of semi-classical eigenstates in a weakly-anisotropic quantum Heisenberg spin chain.
Statistical Mechanics Strongly Correlated Electrons High Energy Physics - Theory Mathematical Physics Mathematical Physics Quantum Physics
Domain wall dynamics in the Landau--Lifshitz magnet and the classical-quantum correspondence for spin transport
We investigate the dynamics of spin in the axially anisotropic Landau--Lifshitz field theory with a magnetic domain wall initial condition.
Statistical Mechanics Mathematical Physics Mathematical Physics Exactly Solvable and Integrable Systems
