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co2-images-seg
co2-images-seg PublicThe official code for "Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants", submitted to " Geoscientific Model Development"
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co2-images-inv-dl
co2-images-inv-dl PublicOfficial repository for the paper "Deep learning applied to CO2 power plant emissions quantification using simulated satellite images"
Jupyter Notebook 4
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diffusion-nextsim-regional
diffusion-nextsim-regional PublicOfficial implementation for "Generative diffusion for regional surrogate models from sea-ice simulations"
Jupyter Notebook 3
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hybrid_nn_meb_model
hybrid_nn_meb_model PublicThe 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 2
Repositories
- ddm-dynamical Public
cerea-daml/ddm-dynamical’s past year of commit activity - diffusion-nextsim-regional Public
Official implementation for "Generative diffusion for regional surrogate models from sea-ice simulations"
cerea-daml/diffusion-nextsim-regional’s past year of commit activity - nextsim-surrogate Public
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
cerea-daml/nextsim-surrogate’s past year of commit activity - adomo-mocis-wape-daml-mooc Public
cerea-daml/adomo-mocis-wape-daml-mooc’s past year of commit activity - adomo-mocis-wape-daml-tutorial Public
Practical sessions of data assimilation with a shallow water model.
cerea-daml/adomo-mocis-wape-daml-tutorial’s past year of commit activity - co2-images-inv-dl Public
Official repository for the paper "Deep learning applied to CO2 power plant emissions quantification using simulated satellite images"
cerea-daml/co2-images-inv-dl’s past year of commit activity - ddm-attractor Public
Official repository to the paper: "Representation learning with unconditional denoising diffusion models for dynamical systems"
cerea-daml/ddm-attractor’s past year of commit activity - hybrid_nn_meb_model Public
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"
cerea-daml/hybrid_nn_meb_model’s past year of commit activity
