Ising curie-weiss model

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Phase Transitions: Thermodynamics and Universality

Explores phase transitions in thermodynamics, emphasizing competition between phases controlled by temperature and the concept of universality.

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Phase diagram of the Ising model

Explores the phase diagram of the Ising model, focusing on Gibbs state uniqueness and critical temperatures.

Statistical Field Theory

Covers the basics of statistical field theory, focusing on Ising models and the Ginsburg-Landau theory.

Scientific Machine Learning: Introduction to Spin Glass Models

Introduces Scientific Machine Learning, emphasizing its application in various scientific fields and the connection between machine learning and physics.

Magnetism: Materials & Fields

Explores induction, Maxwell's equations, magnetic materials, electromagnetism, and hysteresis cycles in ferromagnets.

Nanomagnetism: Magnetic Structures and Interactions

Covers fundamental concepts of magnetism, types of magnetism, and techniques for investigating magnetic structures at the nanoscale.

Random Field Ising Model on Graphs

Explores the Random Field Ising Model on random graphs, discussing belief propagation updates and population dynamics.

Phase Transitions in Energy Systems

Explores phase transitions in energy systems, including non-analytic behavior and the Ising model.

Magnetism: Types and Susceptibility

Explores magnetism types, susceptibility, and magnetic domain behavior at different temperatures.