An adjoint of the Glimmer-CISM model
The Glimmer-CISM model
Glimmer-CISM is the the community developed ice sheet model. The model web site is: http://glimmer-cism.berlios.de/
The Glimmer-CISM adjoint
Our goal is to enable applications of powerful mathematical concepts and computational tools for rigorous sensitivity analysis and formal state estimation in the context of large-scale ice sheet modeling. At the center of the proposal is the generation and application of adjoint model (ADM) and tangent linear model (TLM) components of the new Community Ice Sheet Model (CISM). The goal will be achieved through rigorous use of automatic differentiation (AD). Read the project summary here.
Adjoint methods and automatic differentiation in ice sheet modeling were also taught at a recent Summer School on Ice Sheet Modeling in Portland, OR.
Images of project related results can be viewed here.
To begin, we are looking at the Glimmer-CISM HO velocity code and identifying portions that may need to be altered for openAD to preform the automatic the differentiation.
A suite of tests, ranging from the simplest to the most complex applications of Glimmer/CISM is being developed.
One or more project members will be attending the following meetings.