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Periodic PIC particle and force errors under a prescribed initial coupling
Statement
Fix and grid width . Let and be the phase kernels of Fixed-regularization periodic PIC pair kernel, and let be the two-variable global Lipschitz constant of Fixed-regularization periodic PIC kernels are globally Lipschitz. Suppose a probability characteristic solution for and an equal-weight finite-particle grid solution with empirical law are defined on , with finite first moments and integrable path suprema. Assume the uniform grid-force defect If is the actual initial empirical-measure error, then for every , No rate for is implied: in particular, no dimension-free Wasserstein rate is assumed.
Facts & Assumptions
Given: A fixed regularization and grid, a finite equal-weight particle path, a continuum characteristic solution, finite first moments, a prescribed initial coupling, and the uniform pair-kernel force defect.
Fixed-regularization periodic PIC pair kernel: the equal-weight particle system is and the continuum kernel is .
Fixed-regularization periodic PIC kernels are globally Lipschitz: and have two-variable Lipschitz constants and , respectively, in the stated sum convention.
The coupling definition of the 1-Wasserstein distance: is the infimum of over Borel probability couplings of finite-first-moment laws; no minimizing coupling is part of the definition.
Characteristic solution of a probability mean-field equation: a characteristic solution is the pushforward of its initial probability by an absolutely continuous label flow satisfying its integral equation.
Gronwall's integral inequality with variable and constant coefficients: if for a nonnegative continuous and , then .
Probability W1 stability under bounded force defects: for two characteristic flows of the same kernel with defects bounded by , every initial coupling of cost gives transported cost at most .
Proof
If particles and start at the same phase state, subtract their grid equations. The terms with common second argument satisfy because the two-variable Lipschitz bound in [F2] applies with only the first argument changed. By [F5], the two paths agree. Thus the finite particle flow defines a single path for each distinct atom of , independent of the label representing .
Extend by the identity off the finite support of . This is a jointly Borel map, its paths are absolutely continuous on that support, and their path suprema are integrable because the support is finite and each path is continuous on . Also . For a support point , the finite system equation can be written as Thus . This measurable residual has norm at most by the uniform defect hypothesis. The continuum characteristic flow has residual zero.
Fix any prescribed initial coupling of and with cost . Apply [F6] to the two characteristic flows in steps 1.1 and 2.1, with and . The transported coupling has cost at most , so by [F3] the same expression bounds .
Step 3.1 holds for every initial coupling. Taking the infimum over its initial cost gives by [F3], yielding the claimed inequality. No coupling attaining the infimum is selected.
Depends on
- Fixed-regularization periodic PIC pair kernel
- Fixed-regularization periodic PIC kernels are globally Lipschitz
- Globally Lipschitz mean-field interaction kernel
- The coupling definition of the 1-Wasserstein distance
- Characteristic solution of a probability mean-field equation
- Equal-probability mean-field and weighted signed vortex particle systems
- Gronwall's integral inequality with variable and constant coefficients
- Probability W1 stability under bounded force defects
Used by
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Sources
- François Golse, Mean-Field Limits in Statistical Dynamics, Lecture 1 (standard reference, not scraped)
- Simon Mayer, The Vlasov Equation and Mean Field Limit of a Particle System (standard reference, not scraped)
- R. W. Hockney and J. W. Eastwood, Computer Simulation Using Particles, Section 5-4 (standard reference, not scraped)