Laplace neural operator for solving differential equations

Q Cao, S Goswami, GE Karniadakis - Nature Machine Intelligence, 2024 - nature.com
Neural operators map multiple functions to different functions, possibly in different spaces,
unlike standard neural networks. Hence, neural operators allow the solution of parametric …

Analysis of adaptive mesh refinement for IMEX discontinuous Galerkin solutions of the compressible Euler equations with application to atmospheric simulations

MA Kopera, FX Giraldo - Journal of Computational Physics, 2014 - Elsevier
The resolutions of interests in atmospheric simulations require prohibitively large
computational resources. Adaptive mesh refinement (AMR) tries to mitigate this problem by …

An efficient Eulerian finite element method for the shallow water equations

E Hanert, DY Le Roux, V Legat, E Deleersnijder - Ocean Modelling, 2005 - Elsevier
The accuracy and efficiency of an Eulerian method is assessed by solving the non-linear
shallow water equations and compared with the performances of an existing semi …

Review of numerical methods for nonhydrostatic weather prediction models

J Steppeler, R Hess, U Schättler… - … and Atmospheric Physics, 2003 - Springer
Summary¶ Currently available computer power allows to run operational numerical weather
prediction models at resolutions higher than 10 km. The aim of such high resolution …

Monge–Ampére based moving mesh methods for numerical weather prediction, with applications to the Eady problem

CJ Budd, MJP Cullen, EJ Walsh - Journal of Computational Physics, 2013 - Elsevier
We derive a moving mesh method based upon ideas from optimal transport theory which is
suited to solving PDE problems in meteorology. In particular we show how the Parabolic …

Grid-free adaptive semi-Lagrangian advection using radial basis functions

J Behrens, A Iske - Computers & Mathematics with Applications, 2002 - Elsevier
This paper proposes a new grid-free adaptive advection scheme. The resulting algorithm is
a combination of the semi-Lagrangian method (SLM) and the grid-free radial basis function …

[HTML][HTML] Numerical computation of nonlinear shock wave equation of fractional order

D Kumar, J Singh, S Kumar, BP Singh - Ain Shams Engineering Journal, 2015 - Elsevier
The main aim of the present paper was to present a user friendly approach based on
homotopy analysis transform method to solve a time-fractional nonlinear shock wave …

[HTML][HTML] Assessment of spurious mixing in adaptive mesh simulations of the two-dimensional lock-exchange

HR Hiester, MD Piggott, PE Farrell, PA Allison - Ocean Modelling, 2014 - Elsevier
Numerical simulations are used to evaluate the impact of adaptive meshes on the two-
dimensional lock-exchange flow. In particular, the diapycnal mixing is quantified through …

SWEMniCS: a software toolbox for modeling coastal ocean circulation, storm surges, inland, and compound flooding

C Dawson, M Loveland, B Pachev, J Proft… - npj Natural …, 2024 - nature.com
Flooding from storm surges, rainfall-runoff, and their interaction into compounding events
are major natural hazards in coastal regions. To assess risks of damages to life and …

[HTML][HTML] A three-dimensional, adaptive, Godunov-type model for global atmospheric flows

ME Hubbard, N Nikiforakis - Monthly weather review, 2003 - journals.ametsoc.org
A Three-Dimensional, Adaptive, Godunov-Type Model for Global Atmospheric Flows in:
Monthly Weather Review Volume 131 Issue 8 (2003) Jump to Content Jump to Main Navigation …