Lorenz 96 model with GAN parameterization of unresolved scale (Y).
☆37Feb 12, 2020Updated 6 years ago
Alternatives and similar repositories for lorenz_gan
Users that are interested in lorenz_gan are comparing it to the libraries listed below
Sorting:
- Quasi-geostrophic spectral solver in PyTorch☆18Sep 18, 2022Updated 3 years ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆39Updated this week
- Code for neural network parameterization project☆76Apr 24, 2020Updated 5 years ago
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- This is an idealized simulation of internal-wave breaking due to tide-topography interaction based on MITgcm.☆12Nov 3, 2021Updated 4 years ago
- The 4DVar data assimilation technique implemented with the Lorenz '63 model☆11Dec 12, 2017Updated 8 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 3 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Nov 19, 2018Updated 7 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 5 years ago
- Python code that solves nonlinear QG equations☆14May 17, 2016Updated 9 years ago
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- Deep learning tutorial for predicting low-level rotation.☆18Jun 26, 2018Updated 7 years ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆35Sep 16, 2025Updated 5 months ago
- ☆39Sep 1, 2021Updated 4 years ago
- Some useful and excellent tutorials☆17Sep 25, 2019Updated 6 years ago
- ☆14Jul 18, 2019Updated 6 years ago
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆41Jun 11, 2025Updated 8 months ago
- WRF模式前处理及后处理程序包☆20Jan 13, 2020Updated 6 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Oct 12, 2020Updated 5 years ago
- Ocean state estimation framework☆21Jun 5, 2024Updated last year
- ML-based turbulence modeling for astrophysics☆14Aug 18, 2023Updated 2 years ago
- Lua, Fortran and Python implementations of MAOOAM: the Modular Arbitrary-Order Ocean-Atmosphere Model☆21Mar 26, 2021Updated 4 years ago
- Interactive GUI (developed in Python) for calibration and conditional verification of numerical weather prediction model outputs.☆20Jul 20, 2023Updated 2 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆22Mar 25, 2023Updated 2 years ago
- ☆41Oct 21, 2021Updated 4 years ago
- Reproduce GTSRB results of classic deep learning papers.☆22Nov 14, 2020Updated 5 years ago
- Code for neural network parameterization project☆19Nov 6, 2023Updated 2 years ago
- EnKF for Lorenz 96 model☆21Jan 2, 2024Updated 2 years ago
- Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images☆20Sep 16, 2022Updated 3 years ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆183Jul 25, 2019Updated 6 years ago
- Plotter for NEXRAD VWP retrievals.☆22Sep 11, 2025Updated 5 months ago
- Tools for working with and visualizing environmental simulations.☆64Sep 26, 2025Updated 5 months ago
- MATH/STAT 4540/5540 Introduction to Time Series, spring 2022☆10Jan 13, 2023Updated 3 years ago
- A simple atmospheric model☆21Feb 27, 2026Updated last week
- Python scripts during my PhD studies (2020 - 2022)☆26Aug 31, 2023Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Nov 19, 2022Updated 3 years ago
- A Barotropic Primitive Equation Model☆30Dec 10, 2020Updated 5 years ago