Sparse-grid methods have recently gained interest in reducing the computational cost of solving high-dimensional kinetic equations. In this paper, we construct adaptive and hybrid …
J Huang, W Guo, Y Cheng - Communications on Applied Mathematics and …, 2024 - Springer
This paper reviews the adaptive sparse grid discontinuous Galerkin (aSG-DG) method for computing high dimensional partial differential equations (PDEs) and its software …
S Ding, S Cui, K Wu - arXiv preprint arXiv:2409.09620, 2024 - arxiv.org
Discontinuous Galerkin (DG) schemes on unstructured meshes offer the advantages of compactness and the ability to handle complex computational domains. However, their …
Z Tao, Y Jiang, Y Cheng - Journal of Computational Physics, 2021 - Elsevier
This paper constructs adaptive sparse grid collocation method onto arbitrary order piecewise polynomial space. The sparse grid method is a popular technique for high …
W Chen, S Cui, K Wu, T Xiong - Journal of Computational Physics, 2025 - Elsevier
Physical solutions to the widely used Aw–Rascle–Zhang (ARZ) traffic model and the adapted pressure ARZ model should satisfy the positivity of density, the minimum and …
X Liu, Y Zhou, J Wang - Applied Mathematics and Mechanics, 2022 - Springer
The wavelet multiresolution interpolation for continuous functions defined on a finite interval is developed in this study by using a simple alternative of transformation matrix. The wavelet …
J Huang, Y Liu, Y Liu, Z Tao, Y Cheng - SIAM Journal on Scientific Computing, 2022 - SIAM
In this paper, we propose a class of adaptive multiresolution (also called the adaptive sparse grid) ultra-weak discontinuous Galerkin (UWDG) methods for solving some nonlinear …
W Guo, J Huang, Z Tao, Y Cheng - Journal of Computational Physics, 2021 - Elsevier
Abstract The Hamilton-Jacobi (HJ) equations arise in optimal control and many other applications. Oftentimes, such equations are posed in high dimensions, and this presents …
H Cao, M Peng, K Wu - arXiv preprint arXiv:2410.05000, 2024 - arxiv.org
Simulating general relativistic hydrodynamics (GRHD) presents challenges such as handling curved spacetime, achieving high-order shock-capturing accuracy, and preserving …