Expressing fractional derivatives as integer derivative series: physical and numerical applications
POSTER
Abstract
Fractional derivatives, by extending the local definition of integer order derivatives to derivatives of non-integer order, are successful at describing systems with nonlocality, fat-tailed distributions, and multiscale hierarchy. In this work we use the displacement operator to derive an infinite series of integer order derivatives for the Gr\"{u}nwald-Letnikov fractional derivative. By truncating the infinite series and retaining only the first few terms, we find that functions normally characterized by Taylor series with a finite radius of convergence have an infinite radius of convergence in the integer derivative expansion, as is the case for a physically relevant hyperbolic secant function that represents a bright soliton. We show utility of the truncated integer derivative expansion by solving a linear fractional differential equation with constant coefficients by replacing the fractional derivative with integer derivatives up to the second order. This generates only a 1 percent error in the numerical solution. Such a decomposition is useful for the characterization of classical multi-scale materials, such as materials with memory or porous media, and can be further generalized to include quantum materials that are described by the fractional Schr\"{o}dinger equation.
Authors
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Anastasia Gladkina
Colorado School of Mines
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Gavriil Shchedrin
Colorado School of Mines
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Usama Al Khawaja
United Arab Emirates University
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Lincoln D. Carr
Colorado School of Mines, Colorado School of Mines, Golden, CO, 80401, USA, Colorado Sch of Mines