Posts Tagged "Statistical Physics"
Phase Transition Point in Classical Dynamics
A brief derivation of the stability/chaos transition in a classical random dynamical system using mean-field theory.
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Timeline for Statistical Mechanics of Neural Networks
A timeline highlighting key developments in the application of statistical mechanics to neural networks.
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Scaling of Entropy Fluctuations and Complexity Across Free-Energy Levels
This problem was an assignment in the 'Statistical Mechanics of Neural Networks' course at SYSU, Fall 2024. In this post, we analyze how the scaling of entropy fluctuations affects the configurational entropy (complexity) across different free-energy levels in a simple toy model.
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Cavity Method for the Sherrington-Kirkpatrick Model
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