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LeanPool.Superdiffusion.Algsuperdiff.Section5.Provider.ExitTimeJointStream

ExitTimeJointStream #

Ported from scottnarmstrong/Superdiffusion at 7f20476385d4af418f110303085ad0740c9eba46. Module imports, support namespace and local option directives adapted for Lean Pool.

The per-cell exit-time joint of the full stream field #

The one-step Laplace estimate consumes, at each cell, the expected exit time of the process from that cell, identified with the continuous representative of the solution of the exit-time datum problem -∇·a∇w = 1 on the cell. The coefficient field a of that problem must be the field the process itself carries. For the process of one realization of the stream field that is the full field ν I + k, not a truncation of it: the truncated fields and the full field have different Dirichlet solutions, and only their limit as the truncation scale grows is the full field's solution.

This file states the per-cell joint for the full field and discharges it on the one-point compactification. The analytic side of the cell is the exit-time datum problem for the full field, together with the truncated solutions and the comparator solution that the good-cube estimates compare it with; the process side is the exit-time identity of the stream crux chain, composed with the identification of the exit-time function with the continuous representative.

Main definitions #

Main results #

References #

1. The analytic data of one cell #

The exit-time analytic data of one cell for the full stream field. The solution w of the exit-time datum problem for the full field ν I + k on y + □_n, its continuous representative wRep, and the two families the good-cube estimates compare it with: the solutions of the same problem for the truncated fields at every scale, with their representatives, and the solution of the constant-coefficient comparator problem with its representative.

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    The cell carries exit-time analytic data for the full stream field.

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      2. The per-cell joint #

      The solution data of one cell for the full stream field, read on a general carrier. At the centre y and cube scale n: a solution of the exit-time datum problem for the full field with its continuous representative and the comparison data, together with the identification of the expected exit time from U at the reading of a point of the cube with the representative. The set U is required to be open and to carry no starting point other than the readings of points of the cube.

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        3. The two-sided bound on a good cube #

        theorem Algsuperdiff.Section5.Provider.abs_isCubeRepresentative_stream_le_of_mem_qEvent (d : ℕ) (hdim : 2 ≤ d) (cstar : ℝ) (hcstar : 0 < cstar) (Creg : ℝ) (hCreg : 0 < Creg) :
        ∃ (gamma0 : ℝ) (Cev : ℝ) (C : ℝ), 0 < gamma0 ∧ 0 < Cev ∧ 0 < C ∧ ∀ (M : Section3.ABKModel d), Section3.Disorder.cstar M = cstar → M.gamma ≤ gamma0 → ∀ ep ∈ Set.Ioc 0 (1 / 4), ∀ (n : ℤ) (y : HCPolySupport.Vec d) (i : Fin d) (omega : Field.FullSample d M.gamma), ↑omega ∈ Support.qEvent M Creg Cev n y ep → ∀ (w : HCPolySupport.H1Function (Support.cubeSetAt y n)) (wRep : HCPolySupport.Vec d → ℝ), IsCubeStreamExitTimeData M n omega i y w wRep → ∀ z ∈ Support.cubeSetAt y n, |wRep z| ≤ C * Support.exitTimeScale M n

        The full field's exit-time function is bounded on a good cube. The truncated solutions obey the two-sided bound |u_L| ≤ C T(3^n) on the cube at every truncation scale above the cube scale, and both halves survive the L² limit, so the same bound holds for the continuous representative of the full field's solution.

        4. The exit-time bounds and the exponential moment, from the joint #

        theorem Algsuperdiff.Section5.Provider.exit_time_exponential_moment_on_good_cube_stream (d : ℕ) (hdim : 2 ≤ d) (cstar : ℝ) (hcstar : 0 < cstar) (Creg : ℝ) (hCreg : 0 < Creg) :
        ∃ (gamma0 : ℝ) (Cev : ℝ) (C : ℝ) (c : ℝ), 0 < gamma0 ∧ 0 < Cev ∧ 0 < C ∧ 0 < c ∧ ∀ (M : Section3.ABKModel d), Section3.Disorder.cstar M = cstar → M.gamma ≤ gamma0 → ∀ ep ∈ Set.Ioc 0 (1 / 4), ∀ (n : ℤ) (y : HCPolySupport.Vec d) (i : Fin d) (omega : Field.FullSample d M.gamma), ↑omega ∈ Support.qEvent M Creg Cev n y ep → ∀ (alpha : Type) [inst : MetricSpace alpha] [inst_1 : CompleteSpace alpha] [inst_2 : MeasurableSpace alpha] [inst_3 : BorelSpace alpha] [inst_4 : SecondCountableTopology alpha] [inst_5 : Nonempty alpha] [LocallyCompactSpace alpha] (P : MarkovProcess.SubMarkovKernelSemigroup alpha) (hP : P.IsConservative), P.IsFellerKernelSemigroup → P.KolmogorovRegular hP → ∀ (U : Set alpha) (emb : HCPolySupport.Vec d → alpha), IsCubeExitTimeSolutionDataStream M n omega alpha P hP U emb i y → (∀ z ∈ U, DivergenceFormProcess.StoppedDirichlet.expectedExitTime P hP U z ≤ ENNReal.ofReal (C * Support.exitTimeScale M n)) ∧ (ep ≤ c → ∀ x ∈ Support.cubeSetAt y (n - 1), ENNReal.ofReal (C⁻¹ * Support.exitTimeScale M n) ≤ DivergenceFormProcess.StoppedDirichlet.expectedExitTime P hP U (emb x)) ∧ ∀ (z : alpha), ∫⁻ (eta : MarkovProcess.ContinuousPath alpha), MarkovProcess.ContinuousPath.exponentialStoppingWeight (C * Support.exitTimeScale M n)⁻¹ (MarkovProcess.ContinuousPath.exitTime U) eta ∂(MarkovProcess.SubMarkovKernelSemigroup.IsConservative.continuousProcess P hP) z ≤ 2

        The exponential moment of the exit time from a good cube, for the full stream field. The process enters only through the joint: the expected exit time from U at the reading of a point of the cube is the continuous representative of the full field's exit-time function there. On the good cube event the expected exit time is then at most C T(3^n) from every starting point, at least C⁻¹ T(3^n) from every point of the inner cube once the accuracy is below the returned threshold, and the exponential moment of τ(U)/(C T(3^n)) is at most 2.

        5. The joint on the one-point compactification #

        The compactified reading of the per-cell joint, from the stream crux chain. The chain's exit-time identity for the process of the stream field's split-skew resolvent equals the exit-time function of the cube, and the exit-time function of the cube is the continuous representative of the full field's exit-time solution wherever that representative is bounded. No small-contrast datum and no compatibility of the field with a truncation are used.

        theorem Algsuperdiff.Section5.Provider.isCubeExitTimeSolutionDataStream_onePoint_of_mem_qEvent (d : ℕ) [NeZero d] (hdim : 2 ≤ d) (cstar : ℝ) (hcstar : 0 < cstar) (Creg : ℝ) (hCreg : 0 < Creg) :

        The compactified per-cell joint on a good cube. The uniform bound the identification of the exit-time function needs is the two-sided good-cube bound, so on the good cube event the analytic data of the cell alone produce the joint.