3 papers
physics.ao-ph2024
MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade
Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Laurent Hascoet +6
The Massachusetts Institute of Technology General Circulation Model (MITgcm) is widely used by the climate science community to simulate planetary atmosphere and ocean circulations…
physics.ao-ph2018
On Barotropic Mechanisms of Uncertainty Propagation in Estimation of Drake Passage Transport
Alexander G. Kalmikov, Patrick Heimbach
Uncertainty in estimation of Drake Passage transport is analyzed in a Hessian-based uncertainty quantification (UQ) framework. The approach extends the adjoint-based ocean state es…
physics.ao-ph2016
Calibration of the K-Profile Parameterization of ocean boundary layer mixing. Part I: Development
S. E. Zedler, C. S. Jackson, F. Yao +4
In model comparisons with observational data, not all data contain information that is useful for answering a specific science question. If non-relevant or highly uncertain data ar…