EdiGlacUQ/fenics_ice: fenics_ice
fenics_ice is a Python code intended for Bayesian quantification of uncertainty of large-scale parameter sets within an ice-sheet flow model. the code contains a dynamic solver for ice-sheet flow which implements the Shallow-Shelf Approximation (MacAyeal et al, 1989, ) and approximates parameter cov...
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Online Access: | https://dx.doi.org/10.5281/zenodo.4633105 https://zenodo.org/record/4633105 |
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ftdatacite:10.5281/zenodo.4633105 2023-05-15T13:50:44+02:00 EdiGlacUQ/fenics_ice: fenics_ice , Conrad Maddison, James R. Todd, Joe 2021 https://dx.doi.org/10.5281/zenodo.4633105 https://zenodo.org/record/4633105 unknown Zenodo https://github.com/EdiGlacUQ/fenics_ice/tree/v1.0.1 https://github.com/EdiGlacUQ/fenics_ice/tree/v1.0.1 https://dx.doi.org/10.5281/zenodo.4633106 https://dx.doi.org/10.5281/zenodo.5153231 Open Access info:eu-repo/semantics/openAccess Software SoftwareSourceCode article 2021 ftdatacite https://doi.org/10.5281/zenodo.4633105 https://doi.org/10.5281/zenodo.4633106 https://doi.org/10.5281/zenodo.5153231 2021-11-05T12:55:41Z fenics_ice is a Python code intended for Bayesian quantification of uncertainty of large-scale parameter sets within an ice-sheet flow model. the code contains a dynamic solver for ice-sheet flow which implements the Shallow-Shelf Approximation (MacAyeal et al, 1989, ) and approximates parameter covariance using a low-rank approximation to the inverse of the cost-function Hessian. The code uses Algorithmic Differentiation to find sensitivity of time-evolving Quantities of Interest to parameter sets, allowing projections of parameter uncertainty forward in time. MacAyeal, D. R. (1989), Large‐scale ice flow over a viscous basal sediment: Theory and application to ice stream B, Antarctica, J. Geophys. Res., 94( B4), 4071– 4087. Article in Journal/Newspaper Antarc* Antarctica Ice Sheet Ice Stream B DataCite Metadata Store (German National Library of Science and Technology) |
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Open Polar |
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DataCite Metadata Store (German National Library of Science and Technology) |
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ftdatacite |
language |
unknown |
description |
fenics_ice is a Python code intended for Bayesian quantification of uncertainty of large-scale parameter sets within an ice-sheet flow model. the code contains a dynamic solver for ice-sheet flow which implements the Shallow-Shelf Approximation (MacAyeal et al, 1989, ) and approximates parameter covariance using a low-rank approximation to the inverse of the cost-function Hessian. The code uses Algorithmic Differentiation to find sensitivity of time-evolving Quantities of Interest to parameter sets, allowing projections of parameter uncertainty forward in time. MacAyeal, D. R. (1989), Large‐scale ice flow over a viscous basal sediment: Theory and application to ice stream B, Antarctica, J. Geophys. Res., 94( B4), 4071– 4087. |
format |
Article in Journal/Newspaper |
author |
, Conrad Maddison, James R. Todd, Joe |
spellingShingle |
, Conrad Maddison, James R. Todd, Joe EdiGlacUQ/fenics_ice: fenics_ice |
author_facet |
, Conrad Maddison, James R. Todd, Joe |
author_sort |
, Conrad |
title |
EdiGlacUQ/fenics_ice: fenics_ice |
title_short |
EdiGlacUQ/fenics_ice: fenics_ice |
title_full |
EdiGlacUQ/fenics_ice: fenics_ice |
title_fullStr |
EdiGlacUQ/fenics_ice: fenics_ice |
title_full_unstemmed |
EdiGlacUQ/fenics_ice: fenics_ice |
title_sort |
ediglacuq/fenics_ice: fenics_ice |
publisher |
Zenodo |
publishDate |
2021 |
url |
https://dx.doi.org/10.5281/zenodo.4633105 https://zenodo.org/record/4633105 |
genre |
Antarc* Antarctica Ice Sheet Ice Stream B |
genre_facet |
Antarc* Antarctica Ice Sheet Ice Stream B |
op_relation |
https://github.com/EdiGlacUQ/fenics_ice/tree/v1.0.1 https://github.com/EdiGlacUQ/fenics_ice/tree/v1.0.1 https://dx.doi.org/10.5281/zenodo.4633106 https://dx.doi.org/10.5281/zenodo.5153231 |
op_rights |
Open Access info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5281/zenodo.4633105 https://doi.org/10.5281/zenodo.4633106 https://doi.org/10.5281/zenodo.5153231 |
_version_ |
1766253942300213248 |