googleinterns / invobs-data-assimilation
☆33Updated 3 years ago
Alternatives and similar repositories for invobs-data-assimilation:
Users that are interested in invobs-data-assimilation are comparing it to the libraries listed below
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆35Updated last year
- Experiments demonstrating coupled online learning for machine learning parameterizations☆20Updated last year
- ☆37Updated 4 months ago
- Code for neural network parameterization project☆16Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆15Updated 3 months ago
- ☆35Updated last year
- Official implementation of Score-based Data Assimilation☆45Updated last year
- Turbulent flow network source code☆61Updated last year
- explore the FV3 data for parameterization☆17Updated last week
- A library for dimensionality reduction on spatial-temporal PDE☆61Updated 9 months ago
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- Active learning of extreme events using deep neural operators.☆14Updated 2 years ago
- ☆26Updated last week
- PyTorch implementation of GMLS-Nets. Machine learning methods for scattered unstructured data sets. Methods for learning differential op…☆25Updated last year
- Bootcamp notebooks☆50Updated 8 months ago
- ☆20Updated 7 months ago
- ☆14Updated last month
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- A Python library for training neural ODEs.☆20Updated last month
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆30Updated 3 weeks ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆21Updated this week
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆65Updated 4 years ago
- Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems☆58Updated last year
- OceanBench - SSH edition☆17Updated 11 months ago
- PyTorch implemetation of multi-layer quasi-geostrophic model on rectangular domain with solid boundaries.☆10Updated 2 years ago
- Distributed Fourier Neural Operators☆29Updated 2 years ago
- Datasets and code for results presented in the BOON paper☆43Updated last year
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago