Cercignani conjecture
Cercignani's conjecture was proposed in 1982 by an Italian mathematician and kinetic theorist for the Boltzmann equation. It assumes a linear inequality between the entropy and entropy production functionals for Boltzmann's nonlinear integral operator, describing the statistical distribution of particles in a gas. Cercignani conjectured that the rate of convergence to the entropical equilibrium for solutions of the Boltzmann equation is time-exponential, i.e. the entropy difference between the current state and the equilibrium state decreases exponentially fast as time progresses. A Fields medalist Cédric Villani proved that the conjecture "is sometimes true and always almost true"[1]
Mathematically:
Let {\displaystyle f(t,x,v)} be the distribution function of particles at time {\displaystyle t}, position {\displaystyle x} and velocity {\displaystyle v}, and {\displaystyle f_{\infty }(v)} the equilibrium distribution (typically the Maxwell-Boltzmann distribution), then our conjecture is:
{\displaystyle H(f(t))-H(f_{\infty })\leq {C_{e}}^{-{\lambda }t}},
where {\displaystyle H(f)} is the entropy of distribution {\displaystyle f}, {\displaystyle C} and {\displaystyle \lambda } are constants >0 and {\displaystyle \lambda } is related to the convergence rate.
Thus the conjecture provides us with insight into how quickly a gas approaches its thermodynamic equilibrium.
In 2024, the result was extended from the Botzmann to the Boltzmann-Fermi-Dirac equation.[2]
References
[edit ]- ^ Villani, C. Cercignani's Conjecture is Sometimes True and Always Almost True. Commun. Math. Phys. 234, 455–490 (2003). https://doi.org/10.1007/s00220-002-0777-1
- ^ Borsoni, T. Extending Cercignani’s Conjecture Results from Boltzmann to Boltzmann–Fermi–Dirac Equation. J Stat Phys 191, 52 (2024). https://doi.org/10.1007/s10955-024-03262-3