Pinned Repositories
ColumnModelOptimizationProject
A project to optimize oceanic "column models" for surface boundary layer turbulence
Dao.jl
Data assimilation for the parameterization of ocean turbulence
keras-genomics-fixed
Genomics layers for Keras 2
LearnConvection
Parameterizations of ocean convection using machine learning.
LESbrary.jl
Framework for a library of ocean turbulence large eddy simulation (LES) data to train ocean and climate models.
OceanBoundaryLayerParameterEstimation.jl
Experiments in using `ParameterEstimocean.jl` to tune `Oceananigans.jl` parameterizations for the ocean surface boundary layer.
OceanConvectionUQSupplementaryMaterials
Second version of code
OceanTurb.jl
Models and parameterizations for the turbulent ocean surface boundary layer in Julia
OceanParameterizations.jl
Machine learning (and uncertainty quantification?) of climate model parameterizations using differentiable (and probabilistic?) programming.
ParameterEstimocean.jl
🎲 Parameter estimation for Oceananigans using EnsembleKalmanProcesses
adelinehillier's Repositories
adelinehillier/LearnConvection
Parameterizations of ocean convection using machine learning.
adelinehillier/ColumnModelOptimizationProject
A project to optimize oceanic "column models" for surface boundary layer turbulence
adelinehillier/Dao.jl
Data assimilation for the parameterization of ocean turbulence
adelinehillier/keras-genomics-fixed
Genomics layers for Keras 2
adelinehillier/LESbrary.jl
Framework for a library of ocean turbulence large eddy simulation (LES) data to train ocean and climate models.
adelinehillier/OceanBoundaryLayerParameterEstimation.jl
Experiments in using `ParameterEstimocean.jl` to tune `Oceananigans.jl` parameterizations for the ocean surface boundary layer.
adelinehillier/OceanConvectionUQSupplementaryMaterials
Second version of code
adelinehillier/OceanTurb.jl
Models and parameterizations for the turbulent ocean surface boundary layer in Julia
adelinehillier/OceanTurbulenceParameterEstimation.jl
Parameter estimation for column models of the ocean surface boundary layer.
adelinehillier/PPN2V
Code Implementation for the publication "Fully Unsupervised Probabilistic Noise2Void"
adelinehillier/udea