101. A high-order conservative Patankar-type discretisation for stiff systems of production–destruction equations
- Author
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Andreas Meister, Eric Deleersnijder, and Hans Burchard
- Subjects
Numerical Analysis ,Discretization ,Applied Mathematics ,Numerical analysis ,Linear model ,Stiffness ,Order (ring theory) ,Type (model theory) ,Computational Mathematics ,Runge–Kutta methods ,Simple (abstract algebra) ,medicine ,Applied mathematics ,medicine.symptom ,Algorithm ,Mathematics - Abstract
In the present paper, numerically robust, unconditionally positive and conservative schemes for the discretisation of stiff systems of production-destruction equations are designed. Such model systems do typically arise in geobiochemical modelling where the reproduction of these properties is vital. We suggest modified Patankar-type methods of first- and second-order in time and compare their performance by means of approximating simple linear and non-linear model problems. For the non-linear model problem, a hybrid method combining the classical Runge-Kutta scheme with a modified Patankar-type scheme gives the best numerical approximation. The classical Robertson test problem for chemical reactions which is known for its stiffness is excellently approximated with the modified Patankar-type scheme. The procedure with respect to the derivation and analysis of the modified Patankar-type schemes can be used as a guideline to develop even unconditionally positive, conservative and third-order as well as higher order methods.
- Published
- 2003
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