The Lax–Wendroff theorem for Patankar-type methods applied to hyperbolic conservation laws

• Proof of a Lax–Wendroff theorem for Patankar-type schemes in hyperbolic conservation laws • Hypothesis of total time variation boundedness for numerical solutions • Simulations show that the method is consistently converging to a weak solution For hyperbolic conservation laws, the famous Lax–Wendroff theorem delivers sufficient conditions for the limit of a convergent numerical method to be a weak (entropy) solution. This theorem is a fundamental result, and many investigations have been done to verify its validity for finite difference, finite volume, and finite element schemes, using either explicit or implicit linear time-integration methods. Recently, the use of modified Patankar (MP) schemes as time-integration methods for the discretization of hyperbolic conservation laws has gained increasing interest. These schemes are unconditionally conservative and positivity-preserving and only require the solution of a linear system. However, MP schemes are by construction nonlinear, which is why the theoretical investigation of these schemes is more involved. We prove an extension of the Lax–Wendroff theorem for the class of MP methods. This is the first extension of the Lax–Wendroff theorem to nonlinear time integration methods with just an additional hypothesis on the total time variation boundedness of the numerical solutions. We provide some numerical simulations that validate the theoretical observations.

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Publication Details

Journal
Computers & Fluids
Published
2025-10-25
DOI
https://doi.org/10.1016/j.compfluid.2025.106885
Primary Topic
Computational Fluid Dynamics and Aerodynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

The Lax–Wendroff theorem for Patankar-type methods applied to hyperbolic conservation laws

Davide Torlo, Philipp Öffner, Thomas Izgin, Janina Bender
Computers & Fluids
Computational Fluid Dynamics and Aerodynamics
article

The Lax–Wendroff theorem for Patankar-type methods applied to hyperbolic conservation laws

Davide Torlo, Philipp Öffner, Thomas Izgin, Janina Bender
article en

Abstract

• Proof of a Lax–Wendroff theorem for Patankar-type schemes in hyperbolic conservation laws • Hypothesis of total time variation boundedness for numerical solutions • Simulations show that the method is consistently converging to a weak solution For hyperbolic conservation laws, the famous Lax–Wendroff theorem delivers sufficient conditions for the limit of a convergent numerical method to be a weak (entropy) solution. This theorem is a fundamental result, and many investigations have been done to verify its validity for finite difference, finite volume, and finite element schemes, using either explicit or implicit linear time-integration methods. Recently, the use of modified Patankar (MP) schemes as time-integration methods for the discretization of hyperbolic conservation laws has gained increasing interest. These schemes are unconditionally conservative and positivity-preserving and only require the solution of a linear system. However, MP schemes are by construction nonlinear, which is why the theoretical investigation of these schemes is more involved. We prove an extension of the Lax–Wendroff theorem for the class of MP methods. This is the first extension of the Lax–Wendroff theorem to nonlinear time integration methods with just an additional hypothesis on the total time variation boundedness of the numerical solutions. We provide some numerical simulations that validate the theoretical observations.

Computers & FluidsVol. 304
University of Kassel (DE), Clausthal University of Technology (DE), Sapienza University of Rome (IT)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 67%
Computational Fluid Dynamics and Aerodynamics
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The Lax–Wendroff theorem for Patankar-type methods applied to hyperbolic conservation laws — Davide Torlo, Philipp Öffner, et al. · Computers & Fluids (2025) | TGRS Research Map | TGRS