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Consider 0, 1-valued solutions to the one-dimensional stochastic heat equation \ₜ uₜ = 12 uₜ + b (uₜ) + uₜ (1-uₜ) W\ where b (1) 0 b (0) and W is a space-time white noise. In this paper, we establish the weak existence and uniqueness of the above equation for a class of drifts b (u) that may be irregular at the points where the noise is degenerate, that is, at u=0 or u=1. This class of drifts includes non-Lipschitz drifts like b (u) = uq (1-u) for every q (0, 1), and some discontinuous drifts like b (u) = 1 (₀, ₁] (u) -u. This proves weak uniqueness for stochastic reaction-diffusion equations with Wright-Fisher noise and irregular drifts at zero, and demonstrates a regularization effect of the multiplicative space-time white noise without assuming the standard assumption that the noise coefficient is Lipschitz and non-degenerate. The method we apply is a further development of a moment duality technique that uses branching-coalescing Brownian motions as the dual particle system. To handle an irregular drift in the above equation, particles in the dual system are allowed to have a number of offspring with infinite expectation, even an infinite number of offspring with positive probability. We show that, even though the branching mechanism with infinite number of offspring causes explosions in finite time, immediately after each explosion the total population comes down from infinity due to the coalescing mechanism. Our results on this dual particle system are of independent interest.
Barnes et al. (Fri,) studied this question.