4 citations · 4 across the 3 of their papers we have counts for
4 papers
Integrating a Python Dynamical core into ICON
Mauro Bianco, Till Ehrengruber, Enrique González Paredes +19
The transition of Earth-system models to exascale is often hindered by rigid, monolithic Fortran codebases and maintenance-heavy compiler directives. While high-level DSLs offer a…
GT4Py: High Performance Stencils for Weather and Climate Applications using Python
Enrique G. Paredes, Linus Groner, Stefano Ubbiali +8
All major weather and climate applications are currently developed using languages such as Fortran or C++. This is typical in the domain of high performance computing (HPC), where…
Tensor Approximation of Advanced Metrics for Sensitivity Analysis
Rafael Ballester-Ripoll, Enrique G. Paredes, Renato Pajarola
Following up on the success of the analysis of variance (ANOVA) decomposition and the Sobol indices (SI) for global sensitivity analysis, various related quantities of interest hav…
Sobol Tensor Trains for Global Sensitivity Analysis
Rafael Ballester-Ripoll, Enrique G. Paredes, Renato Pajarola
Sobol indices are a widespread quantitative measure for variance-based global sensitivity analysis, but computing and utilizing them remains challenging for high-dimensional system…