Pulling Back Intrinsic Test Functions along Tensor Powers
lemmaAnalysisProbabilitylem:tensor-pullback-test-function-wasserstein-2026aIf a function on the configuration-level Wasserstein space is an intrinsic test function on a set containing the tensor powers of a set of one-particle laws, then its composition with the tensor power is an intrinsic test function on that set; its gradient is N times the one-particle projection of the configuration-level gradient, and its translation Hessian is read off on diagonal points.
In the setting of N-Particle Systems on the Wasserstein Space: Particles, Configurations and the Configuration Level. Intrinsic test functions, their gradients along couplings and their translation Hessians are those of the setting, read at the particle dimension on and at the configuration level on . Tensor powers of measures in lie in by Tensor Powers and One-Particle Marginals: Particle Laws, Product Integrals, Push-Forwards, Moments, Product Maps and Diagonal Shifts §moments, and by Tensor Powers and One-Particle Marginals: Particle Laws, Product Integrals, Push-Forwards, Moments, Product Maps and Diagonal Shifts §marginal-of-tensor; for , is the one-particle projection, and is the diagonal point of .
Let and satisfy for every , let be an intrinsic test function on at the configuration level, and let have the value .
1. (Test function)¶ is an intrinsic test function on , and for every its gradient along couplings is
2. (Translation Hessian)¶ For every and every ,
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