[HTML][HTML] Accurate error estimation for model reduction of nonlinear dynamical systems via data-enhanced error closure

S Chellappa, L Feng, P Benner - Computer Methods in Applied Mechanics …, 2024 - Elsevier
Accurate error estimation is crucial in model order reduction, to obtain small reduced-order
models as well as to certify their accuracy when deployed in downstream applications such …

[HTML][HTML] An Efficient and Stable Caputo-Type Inverse Fractional Parallel Scheme for Solving Nonlinear Equations

M Shams, B Carpentieri - Axioms, 2024 - mdpi.com
Nonlinear problems, which often arise in various scientific and engineering disciplines,
typically involve nonlinear equations or functions with multiple solutions. Analytical solutions …

Step size control for explicit relaxation Runge-Kutta methods preserving invariants

S Bleecke, H Ranocha - arXiv preprint arXiv:2311.14050, 2023 - arxiv.org
Many time-dependent differential equations are equipped with invariants. Preserving such
invariants under discretization can be important, eg, to improve the qualitative and …

Multiscale homogenized constrained mixture model of the bio-chemo-mechanics of soft tissue growth and remodeling

D Paukner, JD Humphrey, CJ Cyron - Biomechanics and modeling in …, 2024 - Springer
Constrained mixture models have successfully simulated many cases of growth and
remodeling in soft biological tissues. So far, extensions of these models have been …

Modelling and simulation of brinicle formation

F Gómez-Lozada, CA Del Valle… - Royal Society …, 2023 - royalsocietypublishing.org
Below the Arctic sea ice, under the right conditions, a flux of icy brine flows down into the
sea. The icy brine has a much lower fusion point and is denser than normal seawater. As a …

Accurate and efficient numerical simulation of land models using SUMMA with SUNDIALS

RJ Spiteri, AE Van Beusekom, K Klenk… - Journal of Advances …, 2024 - Wiley Online Library
Numerical simulation of land models without error control can be highly inaccurate. We
present the incorporation of the Suite of Nonlinear and Differential‐Algebraic Equation …

SUNDIALS time integrators for exascale applications with many independent systems of ordinary differential equations

CJ Balos, M Day, L Esclapez… - … Journal of High …, 2025 - journals.sagepub.com
Many complex systems can be accurately modeled as a set of coupled time-dependent
partial differential equations (PDEs). However, solving such equations can be prohibitively …

Advancing Simulations of Coupled Electron and Phonon Nonequilibrium Dynamics Using Adaptive and Multirate Time Integration

J Yao, I Maliyov, DJ Gardner, CS Woodward… - arXiv preprint arXiv …, 2024 - arxiv.org
Electronic structure calculations in the time domain provide a deeper understanding of
nonequilibrium dynamics in materials. The real-time Boltzmann equation (rt-BTE), used in …

SUNDIALS Time Integrators for Exascale Applications with Many Independent ODE Systems

CJ Balos, M Day, L Esclapez, AM Felden… - arXiv preprint arXiv …, 2024 - arxiv.org
Many complex systems can be accurately modeled as a set of coupled time-dependent
partial differential equations (PDEs). However, solving such equations can be prohibitively …

pythOS: A Python library for solving IVPs by operator splitting

V Guenter, S Wei, RJ Spiteri - arXiv preprint arXiv:2407.05475, 2024 - arxiv.org
Operator-splitting methods are widespread in the numerical solution of differential
equations, especially the initial-value problems in ordinary differential equations that arise …