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ZENODO
Software . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Software . 2023
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Software . 2023
License: CC BY
Data sources: Datacite
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Software used in `Physics-driven machine learning models coupling PyTorch and Firedrake'

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 08 Feb 2023Publisher:Zenodo
Authors: Firedrake-Zenodo;

doi: 10.5281/zenodo.7623009 , 10.5281/zenodo.7623008

Software used in `Physics-driven machine learning models coupling PyTorch and Firedrake'

Abstract

This record collates DOIs for the software components used in 'Physics-driven machine learning models coupling PyTorch and Firedrake'. The Firedrake components and dependencies used were: COFFEE (A Compiler for Fast Expression Evaluation): 10.5281/zenodo.3903189 FInAT (a smarter library of finite elements): 10.5281/zenodo.7623007 fiat (The Finite Element Automated Tabulator): 10.5281/zenodo.7623001 firedrake (an automated finite element system): 10.5281/zenodo.7623002 loopy (Transformation-Based Generation of High-Performance CPU/GPU Code): 10.5281/zenodo.6444324 petsc (Portable, Extensible Toolkit for Scientific Computation): 10.5281/zenodo.7623006 tsfc (The Two Stage Form Compiler): 10.5281/zenodo.7623005 ufl (The Unified Form Language): 10.5281/zenodo.7623003 PyOP2 (Framework for performance-portable parallel computations on unstructured meshes): 10.5281/zenodo.7623004 You can install Firedrake using exactly this set of component versions using: firedrake-install --doi 10.5281/zenodo.7623009 See firedrakeproject.org/download.html for more information.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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6