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- research-articleJanuary 2025
Algebraic conditions for stability in Runge-Kutta methods and their certification via semidefinite programming
Applied Numerical Mathematics (APNM), Volume 207, Issue CPages 136–155https://doi.org/10.1016/j.apnum.2024.08.015AbstractIn this work, we present approaches to rigorously certify A- and A ( α )-stability in Runge-Kutta methods through the solution of convex feasibility problems defined by linear matrix inequalities. We adopt two approaches. The first is based on ...
Highlights- Sharpening algebraic conditions for A-stability of Runge-Kutta methods.
- Providing rigorous stability certificates for Runge-Kutta schemes.
- Certifying A- and A(a)-stability via convex feasibility SDP problems.
- research-articleSeptember 2024
Accelerated numerical modeling of shallow water flows with MPI, OpenACC, and GPUs
Environmental Modelling & Software (ENMS), Volume 180, Issue Chttps://doi.org/10.1016/j.envsoft.2024.106141AbstractIn this paper, a time-explicit Finite-Volume method is adopted to solve the 2-D shallow water equations on an unstructured triangular mesh, using a two-stage Runge-Kutta integrator and a monotone MUSCL model to achieve second-order accuracy in ...
Highlights- We expressed the shallow-water equations for a 2D area for numerical solution via parallel computation using MPI and OpenACC.
- Various parallel computing techniques are optimized to improve the code's performance.
- The single-GPU ...
- research-articleAugust 2024
Very High-Order A-Stable Stiffly Accurate Diagonally Implicit Runge-Kutta Methods with Error Estimators
Journal of Scientific Computing (JSCI), Volume 100, Issue 3https://doi.org/10.1007/s10915-024-02627-wAbstractA numerical search approach is used to design high-order diagonally implicit Runge-Kutta (DIRK) time stepping schemes equipped with embedded error estimators, some of which have identical diagonal elements (i.e., SDIRK) and explicit first stage (...
- research-articleJune 2024
A high-order finite difference method for moving immersed domain boundaries and material interfaces
Journal of Computational Physics (JOCP), Volume 507, Issue Chttps://doi.org/10.1016/j.jcp.2024.112979AbstractWe present a high-order sharp treatment of immersed moving domain boundaries and material interfaces, and apply it to the advection-diffusion equation in two and three dimensions. The spatial discretization combines dimension-split finite ...
Highlights- Developed and analyzed novel sharp immersed method for PDEs with moving boundaries.
- The approach is compatible with a wide range of high-order time integration schemes.
- The moving boundary treatment achieves high order spatial/...
- research-articleJune 2024
Hermite–Birkhoff spline Quasi-Interpolation with application as dense output for Gauss–Legendre and Gauss–Lobatto Runge–Kutta schemes
Applied Numerical Mathematics (APNM), Volume 200, Issue CPages 273–285https://doi.org/10.1016/j.apnum.2023.07.023AbstractSpline Quasi-Interpolation (QI) of even degree 2R on general partitions is introduced, where derivative information up to order R ≥ 1 at the spline breakpoints is required and maximal convergence order can be proved. Relying on the B-spline basis ...
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- research-articleMay 2024
Neural network compensator-based robust iterative learning control scheme for mobile robots nonlinear systems with disturbances and uncertain parameters
Applied Mathematics and Computation (APMC), Volume 469, Issue Chttps://doi.org/10.1016/j.amc.2024.128549AbstractAiming at the problem of trajectory tracking control for mobile robot nonlinear systems with non-repetitive uncertain parameters, we propose a novel neural network compensator-based robust iterative learning control (NNRILC) scheme to achieve ...
Highlights- A novel ILC scheme combining neural network compensator is designed to solve trajectory tracking problem.
- The Runge-Kutta algorithm is introduced to solve the state differential equation and the controller equation.
- A neural ...
- research-articleJanuary 2024
New options for explicit all Mach number schemes by suitable choice of time integration methods
Journal of Computational Physics (JOCP), Volume 496, Issue Chttps://doi.org/10.1016/j.jcp.2023.112583AbstractMany low-Mach or all-Mach number codes are based on space discretizations which in combination with the first order explicit Euler method as time integration would lead to an unstable scheme. In this paper, we investigate how the choice of a ...
Highlights- All Mach and low Mach Riemannsolvers usable with suitable explicit time integration.
- Explicit Runge-Kutta methods suffer from unstable stage value.
- Linear Multistep Methods provide good alternatives.
- research-articleDecember 2023
Formally-Verified Round-Off Error Analysis of Runge–Kutta Methods
Journal of Automated Reasoning (JAUR), Volume 68, Issue 1https://doi.org/10.1007/s10817-023-09686-yAbstractNumerical errors are insidious, difficult to predict and inherent in different levels of critical systems design. Indeed, numerical algorithms generally constitute approximations of an ideal mathematical model, which itself constitutes an ...
- research-articleAugust 2023
Runge–Kutta pairs of orders 9(8) for use in quadruple precision computations
- Vladislav N. Kovalnogov,
- Ruslan V. Fedorov,
- Tamara V. Karpukhina,
- Theodore E. Simos,
- Charalampos Tsitouras
Numerical Algorithms (SPNA), Volume 95, Issue 4Pages 1905–1919https://doi.org/10.1007/s11075-023-01632-8AbstractRunge–Kutta embedded pairs of high algebraic order are frequently utilized when strict tolerances are required. When creating such pairings of orders nine and eight for use in double precision arithmetic, numerous conditions are often satisfied. ...
- research-articleAugust 2023
Embedded paired explicit Runge-Kutta schemes
Journal of Computational Physics (JOCP), Volume 487, Issue Chttps://doi.org/10.1016/j.jcp.2023.112159AbstractRecently, Paired Explicit Runge-Kutta (P-ERK) schemes were introduced to accelerate the solution of locally-stiff systems of equations. P-ERK schemes use different numbers of active stages based on local stiffness criteria, ...
Highlights- An embedded pair framework is given for Paired Explicit Runge-Kutta (P-ERK) schemes.
- research-articleJune 2023
Explicit Runge–Kutta methods for the numerical solution of linear inhomogeneous IVPs
Journal of Computational and Applied Mathematics (JCAM), Volume 425, Issue Chttps://doi.org/10.1016/j.cam.2023.115083AbstractRunge–Kutta methods for the numerical solution of inhomogeneous linear initial value problems with constant coefficients are considered.
A general procedure to construct explicit s-stage RK methods with order s, for the ...
- research-articleApril 2023
Bounds preserving temporal integration methods for hyperbolic conservation laws
Computers & Mathematics with Applications (CMAP), Volume 135, Issue CPages 6–18https://doi.org/10.1016/j.camwa.2023.01.023AbstractIn this work, we present a modification of explicit Runge–Kutta temporal integration schemes that guarantees the preservation of any locally-defined quasiconvex set of bounds for the solution. These schemes operate on the basis of a bijective ...
- research-articleMarch 2023
Fitness distance balance-based Runge–Kutta algorithm for indirect rotor field-oriented vector control of three-phase induction motor
Neural Computing and Applications (NCAA), Volume 35, Issue 18Pages 13685–13707https://doi.org/10.1007/s00521-023-08408-0AbstractIn this article, a study has been carried out to further develop the Runge–Kutta (RK) algorithm, which has a current and robust mathematical structure, using the fitness distance balance (FDB) method, and to test it for induction machine control. ...
- research-articleJanuary 2023
Nonlinear system for cell population growth simulations in pulmonary tuberculosis infection
Procedia Computer Science (PROCS), Volume 216, Issue CPages 462–470https://doi.org/10.1016/j.procs.2022.12.158AbstractPulmonary tuberculosis is caused by Mycobacterium tuberculosis (Mtb) which attacks the body's immune cells. A better understanding of the interactions of Mtb, macrophages, and T cells will help control tuberculosis. This interaction is represented ...
- rapid-communicationDecember 2022
High-order pressure estimates for Navier-Stokes Runge-Kutta solvers using stage pseudo-pressures
Journal of Computational Physics (JOCP), Volume 471, Issue Chttps://doi.org/10.1016/j.jcp.2022.111602AbstractThis note addresses the question of whether stage pseudo-pressures can be used to build high-accuracy instantaneous pressure estimates in the context of projection-based Navier-Stokes solvers. The construction of such estimates using ...
- research-articleDecember 2022
A successful candidate strategy with Runge-Kutta optimization for multi-hydropower reservoir optimization
Expert Systems with Applications: An International Journal (EXWA), Volume 209, Issue Chttps://doi.org/10.1016/j.eswa.2022.118383Highlights- Successful candidate strategy coupled with Runge-Kutta optimization (ScsRUN) is proposed.
The hydropower problems are non-linear and non-convex in nature; therefore, optimizing the operations of multi-hydropower plants in a multi-reservoir system is always challenging and complicated. In order to develop an appropriate ...
- research-articleNovember 2022
Third-order Paired Explicit Runge-Kutta schemes for stiff systems of equations
Journal of Computational Physics (JOCP), Volume 468, Issue Chttps://doi.org/10.1016/j.jcp.2022.111470AbstractThe ability to advance locally-stiff systems of equations in time depends on accurate and efficient temporal schemes. Recently, a new family of Paired Explicit Runge-Kutta (P-ERK) methods has been proposed. This approach allows ...
Highlights- We propose novel third-order Paired Explicit Runge-Kutta (P-ERK) schemes.
- These ...
- research-articleJuly 2022
Perturbed Runge–Kutta Methods for Mixed Precision Applications
Journal of Scientific Computing (JSCI), Volume 92, Issue 1https://doi.org/10.1007/s10915-022-01801-2AbstractIn this work we consider a mixed precision approach to accelerate the implementation of multi-stage methods. We show that Runge–Kutta methods can be designed so that certain costly intermediate computations can be performed as a lower-precision ...
- research-articleDecember 2021
High order, semi-implicit, energy stable schemes for gradient flows
Journal of Computational Physics (JOCP), Volume 447, Issue Chttps://doi.org/10.1016/j.jcp.2021.110688AbstractWe introduce a class of high order accurate, semi-implicit Runge-Kutta schemes in the general setting of evolution equations that arise as gradient flow for a cost function, possibly with respect to an inner product that depends on the ...
Highlights- High-order, energy stable, semi-implicit schemes for general gradient flows.
- ...
- research-articleOctober 2021
Optimal Runge-Kutta Stability Polynomials for Multidimensional High-Order Methods
Journal of Scientific Computing (JSCI), Volume 89, Issue 1https://doi.org/10.1007/s10915-021-01620-xAbstractIn this paper we generate optimized Runge-Kutta stability polynomials for multidimensional discontinuous Galerkin methods recovered using the flux reconstruction approach. Results from linear stability analysis demonstrate that these stability ...