Correlation Functions in Quantum Field Theory

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Explains Gibbs entropy and its role in the partition function of physical systems.

Explores scaling and renormalization in statistical mechanics, emphasizing critical points and invariant properties.

Covers the classical scattering of two-body systems and their energy levels.

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

Explores Feynman diagrams in thermal correlation functions and quantum field theory.

Explores molecular interactions, hydrophobic effect, membrane dynamics, and the use of optical tweezers in biological studies.

Explores belief propagation on graphs, emphasizing normalization, recursive relations, and iterative computation of the partition function.

Covers belief propagation on graphs, exploring computation challenges and heuristics, focusing on sparse random graphs' loop properties.

Explores the proof of Weyl's theorem, focusing on discrete spectrum, ground states, and potential energy continuity.

Explores the Jarzynski equation and the quantization of electrical circuits in quantum harmonic oscillators.