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We propose some finite element schemes to solve a class of fourth-order nonlinear PDEs, which include the vector-valued Landau–Lifshitz–Baryakhtar equation, the Swift–Hohenberg equation, and various Cahn–Hilliard-type equations with source and convection terms, among others. The proposed numerical methods include a spatially semi-discrete scheme and two linearised fully-discrete -conforming schemes utilising a semi-implicit Euler method and a semi-implicit BDF method. We show that these numerical schemes are stable in . Error analysis is performed which shows optimal convergence rates in each scheme. Numerical experiments corroborate our theoretical results.

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