Consider the nonlinear parabolic equation in the form $$\begin{aligned} u_t-\mathrm{div}{\mathbf {a}}(D u,x,t)=\mathrm{div}\,(|F|^{p-2}F) \quad \text {in} \quad \Omega \times (0,T), \end{aligned}$$ where $$T>0$$ and $$\Omega $$ is a Reifenberg domain. We suppose that the nonlinearity $${\mathbf {a}}(\xi ,x,t)$$ has a small BMO norm with respect to x and is merely measurable and bounded with respect to the time variable t. In this paper, we prove the global Calderon-Zygmund estimates for the weak solution to this parabolic problem in the setting of Lorentz spaces which includes the estimates in Lebesgue spaces. Our global Calderon-Zygmund estimates extend certain previous results to equations with less regularity assumptions on the nonlinearity $${\mathbf {a}}(\xi ,x,t)$$ and to more general setting of Lorentz spaces.
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