cerea-daml/diffusion-nextsim-regional

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Created 5 months ago
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cerea-daml/diffusion-nextsim-regional

cerea-daml

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Official implementation for "Generative diffusion for regional surrogate models from sea-ice simulations"

fnn

Toolbox to use NNs in fortran

co2-images-seg

The official code for "Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants", submitted to " Geoscientific Model Development"

co2-images-inv-dl

Official repository for the paper "Deep learning applied to CO2 power plant emissions quantification using simulated satellite images"

Jupyter Notebook

treeconfigparser

hybrid_nn_meb_model

The official code for "Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology", published in the "The Cryosphere"

Jupyter Notebook

adomo-mocis-wape-daml-tutorial

Practical sessions of data assimilation with a shallow water model.

Jupyter Notebook

optimal-transport

Code to solve optimal transport

nextsim-surrogate

Repository containing all source codes to train a surrogate model of neXtSIM and plot figures of paper 'Data-driven surrogate modeling of high-resolution sea-ice thickness in the Arctic' published in The Cryosphere

Jupyter Notebook

ddm-dynamical

adomo-mocis-wape-daml-mooc

Jupyter Notebook

ddm-attractor

Official repository to the paper: "Representation learning with unconditional denoising diffusion models for dynamical systems"