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most citedDeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

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math.NA2015

Wiener chaos vs stochastic collocation methods for linear advection-diffusion equations with multiplicative white noise

Zhongqiang Zhang, Michael V. Tretyakov, Boris Rozovskii +1

We compare Wiener chaos and stochastic collocation methods for linear advection-reaction-diffusion equations with multiplicative white noise. Both methods are constructed based on…