Martin Hairer 's theory of regularity structures provides a framework for studying a large class of subcritical parabolic stochastic partial differential equations arising from quantum field theory. The framework covers the Kardar–Parisi–Zhang equation, the Φ Φ 3 4 equation and the parabolic Anderson model, all of which require renormalization in order to have a well-defined notion of solution.