General solution for the density large deviation functional in macroscopic fluctuation theory

Determine the large deviation functional F({ρ(x)}) and the associated generating functional G({A(x)}) for boundary-driven one-dimensional diffusive systems with arbitrary transport coefficients D(ρ) and σ(ρ) by solving the macroscopic fluctuation theory Euler–Lagrange system (the coupled equations (Hρ)) for general D and σ, thereby providing an explicit, self-contained characterization of F({ρ(x)}) and/or G({A(x)}) beyond the special solvable cases.

Background

The macroscopic fluctuation theory (MFT) expresses the probability of observing a space–time density/current history via an action functional, and the steady-state large deviation functional F({ρ(x)}) emerges from a variational problem dominated by optimal trajectories solving a coupled PDE system (Eq. (Hρ)).

For specific models such as the SSEP and certain solvable processes, explicit nonlocal formulas for F({ρ(x)}) or closed-form expressions for generating functionals G({A(x)}) are known. However, for general transport coefficients D(ρ) and σ(ρ), the explicit solution of the optimal-trajectory PDEs and the resulting F({ρ(x)}) or G({A(x)}) are not available.

Resolving this problem would generalize known exact results to broad classes of diffusive systems and clarify the structure (e.g., locality vs. nonlocality) of steady-state fluctuations under arbitrary constitutive relations.

References

For general transport coefficients D(\rho) and \sigma(\rho), the solution of (\ref{Hrho}) and the explicit expression of the large deviation functional ${\cal F}({\rho(x)})$ or of the generating function ${\cal G} $ are not known. As we will see below, there are however a few cases where this expression is known.

— Lecture notes on large deviations in non-equilibrium diffusive systems  (2505.15618 - Derrida, 21 May 2025) in Section 14, "The macroscopic fluctuation theory and the large deviation functional of the density", paragraph after Eq. (E150)

The analysis remains restricted to weak harmonic driving and constant transport coefficients. Whether an analogous bound survives for density-dependent diffusivity and mobility, or for stronger or non-harmonic protocols, is left open.

— Long-Range Nonequilibrium Correlations as a Thermodynamic Speedometer  (2610.07964 - Vijayan et al., 6 Oct 2026) in Section 4, Discussion and conclusion