Modular Ocean Model

We present the NASA Ames Legacy Mars Global Climate Model for public release. This model uses a modified version of the ARIES/GEOS dynamical core coupled with a set of Mars physics packages to simulate the martian climate. The physics packages include the treatment of surface properties, a ground temperature model, a planetary boundary layer sch…

Implementation of the FV3GFS / SHiELD atmospheric model in Python

Integrated Methane Inversion workflow repository.

NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21

Code repository associated with "Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification" (Getter, Bessac, Rudi, Feng).

ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, glaciation cycle models, or climate tipping models.

A project on emulating an aerosol microphysics model, including physical constraints in the Deep Learning architecture.

Climate Modeling with Neural Diffusion Equation, ICDM'21

A python script to access, visualize and extract time series of CRU long-term climate data at discrete locations

Climate Modeling with Neural Advection-Diffusion Equation, Springer KAIS

[NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion

Repo for creating machine learning emulators for simplified physics schemes in climate models.

A Novel Clustered Support Vector Machine with Reduced Support Vectors for Big Data Classification

Quantifying accuracy drawbacks across various 1d and 0d methods of modelling large-scale Earth systems and interpreting results through the lens of spectroscopy, radiative transfer and thermodynamics.

PIDGM - Paleo Isotopic Dynamics in a Global Model

Análise das Rodadas Operacionais do CAM 3.1

Part III Project

Singularity containers for using GEOS fixtures.