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Enhancing Ocean-Atmosphere Coupling with Advanced State Estimation and Differentiation Techniques

This project delves into the integration of user-written codes for state estimation and automatic differentiation within biogeochemical models. Focusing on the ocean-atmosphere-sea-ice coupling, we utilize specialized packages including DIC, GCHEM, and KPP to enhance computational efficiency. We assess climate variables through various methods including offline matrix calculations and bulk forcing. Additionally, this work seeks to streamline general-purpose numerical infrastructure to bolster simulations in diverse oceanic scenarios while ensuring rigorous debugging and monitoring protocols are established.

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Enhancing Ocean-Atmosphere Coupling with Advanced State Estimation and Differentiation Techniques

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  1. per experiment code additions and modifications User written code State Estimation and automatic differentiation Biogeochemistry and Tracers Ocean Atmosphere Sea-ice Coupling Specialized packages. DIC GCHEM CFC OFFLINE MATRIX KPP EXF CHEAPAML BULK_FORCE EBM MY82 GGL90 OPPS PP81 AIM_V23 FIZHI LAND THSICE SEAICE AIM_COMPON_INTERF AIM_OCN_COUPLER COMPON_COMMUNIC OCN_COMPON_INTERF ADMTLM AUTODIFF COST CTRL ECCO GRDCHK SBO SPHERE General purpose numerical infrastructure packages. PTRACERS OBCS FLT GRIDALT ZONAL_FILT MOM_COMMON MOM_VECINV GENERIC_ADVDIFF CD_CODE SHAP_FILT MOM_FLUXFORM General purpose computational infrastructure packages. EXCH2 CAL MNC TIMEAVE RW RUNCLOCK DIAGNOSTICS CHRONOS MDSIO MONITOR DEBUG Foundation code model/src/* model/inc/* eesupp/src/* eesupp/inc/*

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