Noncommutative regularity structures: a general theory for singular SPDEs with values in locally m-convex algebras, applied to q-Gaussian, fermionic, and mixed boson-fermion noises.
Non-commutative $L^{p}$ spaces and Grassmann stochastic analysis
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abstract
We introduce a theory of non-commutative $L^{p}$ spaces suitable for non-commutative probability in a non-tracial setting and use it to develop stochastic analysis of Grassmann-valued processes, including martingale inequalities, stochastic integrals with respect to Grassmann It\^o processes, Girsanov's formula and a weak formulation of Grassmann SDEs. We apply this new setting to the construction of several unbounded random variables including a Grassmann analog of the $\Phi^{4}_{2}$ Euclidean QFT in a bounded region and weak solution to singular SPDEs in the spirit of the early work of Jona-Lasinio and Mitter on the stochastic quantisation of $\Phi^{4}_{2}$.
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Noncommutative Regularity Structures
Noncommutative regularity structures: a general theory for singular SPDEs with values in locally m-convex algebras, applied to q-Gaussian, fermionic, and mixed boson-fermion noises.