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Statistical mechanics topics
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Statistical mechanics
Theory
Principle of maximum entropy
ergodic theory
Statistical thermodynamics
Ensembles
partition functions
equations of state
thermodynamic potential
:
U
H
F
G
Maxwell relations
Models
Ferromagnetism models
Ising
Potts
Heisenberg
percolation
Particles with
force field
depletion force
Lennard-Jones potential
Mathematical approaches
Boltzmann equation
H-theorem
Vlasov equation
BBGKY hierarchy
stochastic process
mean-field theory
and
conformal field theory
Critical phenomena
Phase transition
Critical exponents
correlation length
size scaling
Entropy
Boltzmann
Shannon
Tsallis
Rényi
von Neumann
Applications
Statistical field theory
elementary particle
superfluidity
Condensed matter physics
Complex system
chaos
information theory
Boltzmann machine
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