Mean-field theory

Related lectures (32)

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Explores cell dynamics in active matter, focusing on motility, polarity, and signaling pathways in biological systems.

Covers correlation functions in loop models and the role of degenerate fields in conformal field theory.

Explores the Curie-Weiss model, spin glasses, and optimization problems in statistical physics.

Offers insights into the statistical physics of learning, exploring the relationship between neural network structure and disordered systems.

Explores replica computation, algorithmic energy minimization, and their connection to machine learning concepts.

Explores the Curie-Weiss model, magnetization, and phase transitions in materials.

Covers protein contact prediction using Potts models and pseudolikelihood methods, comparing different approaches for contact prediction in proteins.

Covers the Random Field Ising Model, discussing the concept of disorder and the process of finding the ground state.

Covers the Easing model conformal theory, focusing on scaling limits and correlation functions.

Covers numerical techniques for simulating the early universe, focusing on gauge invariance and fermions.