Nguyen and Tang study the irreversible catalytic network , , a simple reaction–diffusion system with both a positive and a boundary equilibrium (catalyst used up). They settle every mass regime but one and leave it as a conjecture (AIM problem 416).
Timeline. 2021: Fellner–Morgan–Tang give global classical solutions with uniform bounds. 2026: Nguyen–Tang prove convergence for and and local results in between, conjecturing global attraction there.
On a bounded connected smooth domain with and :
with homogeneous Neumann conditions and strictly positive compatible initial data. The masses , are conserved. The equilibria are the positive one and the boundary one .
If , every classical solution converges uniformly on to the positive equilibrium (no rate required).
This is the last open regime of Nguyen–Tang's stability analysis. Strict positivity is essential: with the solution stays away from the positive equilibrium.
For there is no positive lower bound on , so entropy dissipation can degenerate near the boundary equilibrium (), and the local results do not exclude trajectories approaching it.
is EuclideanSpace ℝ (Fin n) and is Mathlib's Laplacian. The domain is for a function with on ; the Neumann condition is the derivative within in the direction . Solutions are continuous on and for , and convergence is TendstoUniformlyOn. The goal quantifies over classical solutions; their existence is proved in the literature (Fellner–Morgan–Tang; Nguyen–Tang, Theorem 2.1) but is not part of this statement.
namespace CatalyticRD
theorem positive_equilibrium_global_attractor {n : ℕ} (Ω : Set (EuclideanSpace ℝ (Fin n))) (φ : EuclideanSpace ℝ (Fin n) → ℝ)
(hΩ : IsSmoothBoundedDomain Ω φ) (hvol : volume Ω = 1)
(d₁ d₂ d₃ : ℝ) (hd₁ : 0 < d₁) (hd₂ : 0 < d₂) (hd₃ : 0 < d₃)
(a₀ b₀ c₀ : EuclideanSpace ℝ (Fin n) → ℝ)
(ha₀ : IsAdmissibleDatum Ω φ a₀) (hb₀ : IsAdmissibleDatum Ω φ b₀)
(hc₀ : IsAdmissibleDatum Ω φ c₀)
(M₁ M₂ : ℝ) (hM₁ : M₁ = ∫ x in Ω, (a₀ x + c₀ x)) (hM₂ : M₂ = ∫ x in Ω, (b₀ x + c₀ x))
(hM : M₂ ≤ M₁ ∧ M₁ < 2 * M₂)
(a b c : ℝ → EuclideanSpace ℝ (Fin n) → ℝ)
(hsol : IsClassicalSolution Ω φ d₁ d₂ d₃ a₀ b₀ c₀ a b c) :
TendstoUniformlyOn a (fun _ => M₁ / 2) atTop Ω ∧
TendstoUniformlyOn b (fun _ => M₂ - M₁ / 2) atTop Ω ∧
TendstoUniformlyOn c (fun _ => M₁ / 2) atTop Ω := by sorry
end CatalyticRDConjecture (Nguyen–Tang; AIM problem 416). Let be a smooth bounded connected domain with , , and admissible (strictly positive, , Neumann). Let be a classical solution and , . If , then , , uniformly on as .
Uniform convergence is the convergence of the source.