We propose a local discontinuous Galerkin (LDG) method for fractional Korteweg-de Vries equation involving the fractional Laplacian with exponent $\alpha\in (1,2)$ in one and two space dimensions. By decomposing the fractional Laplacian into a first order derivative and a fractional integral, we prove $L^2$-stability of the semi-discrete LDG scheme incorporating suitable interface and boundary fluxes. We analyze the error estimate by considering linear convection term and utilizing the estimate, we derive the error estimate for general nonlinear flux and demonstrate an order of convergence $\mathcal{O}(h^{k+1/2})$. Moreover, the stability and error analysis have been extended to multiple space dimensional case. Additionally, we devise a fully discrete LDG scheme using the four-stage fourth-order Runge-Kutta method. We prove that the scheme is strongly stable under an appropriate time step constraint by establishing a \emph{three-step strong stability} estimate. Numerical illustrations are shown to demonstrate the efficiency of the scheme by obtaining an optimal order of convergence.

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