Element learning: a systematic approach of accelerating finite element-type methods via machine learning, with applications to radiative transfer

S Du, SN Stechmann - arXiv preprint arXiv:2308.02467, 2023 - arxiv.org
In this paper, we propose a systematic approach for accelerating finite element-type
methods by machine learning for the numerical solution of partial differential equations …

Numerical methods for the nonlinear shallow water equations

Y Xing - Handbook of Numerical Analysis, 2017 - Elsevier
Free surface flows often appear in ocean, engineering and atmospheric modelling. In many
applications involving unsteady water flows where the horizontal length scale is much …

A conservative discretization of the shallow-water equations on triangular grids

P Korn, L Linardakis - Journal of Computational Physics, 2018 - Elsevier
A structure-preserving discretization of the shallow-water equations on unstructured
spherical grids is introduced. The unstructured grids that we consider have triangular cells …

[HTML][HTML] Analyzing the Adaptive Mesh Refinement (AMR) characteristics of a high-order 2D cubed-sphere shallow-water model

JO Ferguson, C Jablonowski… - Monthly Weather …, 2016 - journals.ametsoc.org
Analyzing the Adaptive Mesh Refinement (AMR) Characteristics of a High-Order 2D Cubed-Sphere
Shallow-Water Model in: Monthly Weather Review Volume 144 Issue 12 (2016) Jump to …

[HTML][HTML] A three-dimensional buffer analysis method based on the 3D Discrete Global Grid System

J Wang, Y Shi, Z Qin, Y Chen, Z Cao - ISPRS International Journal of Geo …, 2021 - mdpi.com
Three-dimensional (3D) buffer analysis is among the basic functions of 3D spatial analysis,
and it plays an important role in 3D geographic information systems. The rapid development …

Shallow‐water equations on a spherical multiple‐cell grid

JG Li - Quarterly Journal of the Royal Meteorological Society, 2018 - Wiley Online Library
The shallow‐water equations (SWEs) are discretized on a spherical multiple‐cell (SMC) grid
and validated with classical tests, including steady zonal flow over flat or hill floor, the R …

[图书][B] Basic Numerical Methods in Meteorology and Oceanography

K Döös, P Lundberg, AA Campino - 2022 - stockholmuniversitypress.se
The purpose of this book is to provide an introduction to and an overview of numerical
modelling of the ocean and the atmosphere. It has evolved from a course given at Stockholm …

Enabling Performance Portability for Shallow Water Equations on CPUs, GPUs, and FPGAs with SYCL

M Büttner, C Alt, T Kenter, H Köstler, C Plessl… - Proceedings of the …, 2024 - dl.acm.org
In order to make the best use of the diverse hardware architectures in present and future
high-performance computers, developers and maintainers of scientific simulation codes …

1-D coupled non-equilibrium sediment transport modeling for unsteady flows in the discontinuous Galerkin framework

FS Maleki - Journal of Hydrodynamics, Ser. B, 2016 - Elsevier
Abstract A high-resolution, 1-D numerical model has been developed in the discontinuous
Galerkin framework to simulate 1-D flow behavior, sediment transport, and morphological …

A Verification Suite of Test Cases for the Barotropic Solver of Ocean Models

S Bishnu, MR Petersen, B Quaife… - Journal of Advances in …, 2024 - Wiley Online Library
The development of any atmosphere or ocean model warrants a suite of test cases (TCs) to
verify its spatial and temporal discretizations, order of accuracy, stability, reproducibility …