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

PIDGM - Paleo Isotopic Dynamics in a Global Model

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

Climate Modeling with Neural Advection-Diffusion Equation, Springer KAIS

Análise das Rodadas Operacionais do CAM 3.1

Climate Modeling with Neural Diffusion Equation, ICDM'21

Part III Project

Singularity containers for using GEOS fixtures.

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

SSRS RO11 - Climate Dynamics Research Group is a research group of IPB SSRS Association

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).

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

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 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.

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

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.