Search Menu
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information
Search Scholarly Publications

Title: MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade

Journal Article · · Future Generations Computer Systems
ORCiD logo; ; ; ; ; ; ; ;

Not Available

Sponsoring Organization:
USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
Grant/Contract Number:
AC02-06CH11357
OSTI ID:
2462843
Journal Information:
Future Generations Computer Systems, Journal Name: Future Generations Computer Systems Journal Issue: C Vol. 163; ISSN 0167-739X
Publisher:
ElsevierCopyright Statement
Country of Publication:
Netherlands
Language:
English

References (37)

The ECMWF ensemble prediction system: Looking back (more than) 25 years and projecting forward 25 years journal September 2018
Timescales and regions of the sensitivity of Atlantic meridional volume and heat transport: Toward observing system design journal September 2011
An efficient exact adjoint of the parallel MIT General Circulation Model, generated via automatic differentiation journal October 2005
Sensitivity analysis and parameter tuning scheme for global sea-ice modeling journal January 2006
Practical global oceanic state estimation journal June 2007
Construction of the adjoint MIT ocean general circulation model and application to Atlantic heat transport sensitivity journal December 1999
Quantifying Dynamical Proxy Potential Through Shared Adjustment Physics in the North Atlantic journal August 2020
Elucidating Large‐Scale Atmospheric Controls on Bering Strait Throughflow Variability Using a Data‐Constrained Ocean Model and Its Adjoint journal September 2020
Bathymetric Influences on Antarctic Ice‐Shelf Melt Rates journal November 2020
Bayesian Poroelastic Aquifer Characterization From InSAR Surface Deformation Data. Part I: Maximum A Posteriori Estimate journal October 2020
A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers journal March 1997
Hydrostatic, quasi-hydrostatic, and nonhydrostatic ocean modeling journal March 1997
Recent increase in oceanic carbon uptake driven by weaker upper-ocean overturning journal February 2017
Insights from Earth system model initial-condition large ensembles and future prospects journal March 2020
Reverse Automatic Differentiation for Optimum Design: From Adjoint State Assembly to Gradient Computation journal October 2003
Achieving logarithmic growth of temporal and spatial complexity in reverse automatic differentiation journal January 1992
A continuum–mechanical formulation for shallow polythermal ice sheets
  • Greve, Ralf
  • Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, Vol. 355, Issue 1726 https://doi.org/10.1098/rsta.1997.0050
journal May 1997
Checkpointing Approaches for the Computation of Adjoints Covering Resilience Issues book January 2020
Hessian Matrix vs. Gauss–Newton Hessian Matrix journal January 2011
OpenAD/F: A Modular Open-Source Tool for Automatic Differentiation of Fortran Codes journal July 2008
The Tapenade automatic differentiation tool: Principles, model, and specification journal April 2013
Recipes for adjoint code construction journal December 1998
A personal supercomputer for climate research conference January 1999
Source-to-Source Automatic Differentiation of OpenMP Parallel Loops journal February 2022
Algorithm 799: revolve: an implementation of checkpointing for the reverse or adjoint mode of computational differentiation journal March 2000
Application of a Polythermal Three-Dimensional Ice Sheet Model to the Greenland Ice Sheet: Response to Steady-State and Transient Climate Scenarios journal May 1997
The Community Earth System Model (CESM) Large Ensemble Project: A Community Resource for Studying Climate Change in the Presence of Internal Climate Variability journal August 2015
Dynamical Attribution of Recent Variability in Atlantic Overturning journal May 2016
Atmospheric Origins of Variability in the South Atlantic Meridional Overturning Circulation journal February 2019
SICOPOLIS-AD v2: tangent linear and adjoint modeling framework for ice sheet modeling enabled by automatic differentiation tool Tapenade journal March 2023
An inexact Gauss-Newton method for inversion of basal sliding and rheology parameters in a nonlinear Stokes ice sheet model journal January 2012
Putting It All Together: Adding Value to the Global Ocean and Climate Observing Systems With Complete Self-Consistent Ocean State and Parameter Estimates journal March 2019
Partitioning climate projection uncertainty with multiple large ensembles and CMIP5/6 journal January 2020
SICOPOLIS-AD v1: an open-source adjoint modeling framework for ice sheet simulation enabled by the algorithmic differentiation tool OpenAD journal January 2020
ECCO version 4: an integrated framework for non-linear inverse modeling and global ocean state estimation journal January 2015
An optimized treatment for algorithmic differentiation of an important glaciological fixed-point problem journal January 2016
Parameter and state estimation with a time-dependent adjoint marine ice sheet model journal January 2013

Similar Records

Related Subjects