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Regularity structures provide a framework for analyzing singular stochastic partial differential equations (SPDEs), enabling the precise construction and understanding of solutions that do not fit within classical frameworks. This theory, introduced by Martin Hairer, offers a breakthrough approach to conquering the complexities of scaling and renormalization encountered in these types of equations.
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