YaoGroup / DIFFICE_jaxLinks
Differentiable neural-network solver for data assimilation of ice shelves written in JAX
☆30Updated last month
Alternatives and similar repositories for DIFFICE_jax
Users that are interested in DIFFICE_jax are comparing it to the libraries listed below
Sorting:
- Use Deep Learning in Data Assimilation☆45Updated 5 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆38Updated last year
- ☆37Updated 4 years ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Updated 2 years ago
- Official implementation of Score-based Data Assimilation☆64Updated last year
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆20Updated 2 months ago
- Ai2 Climate Emulator☆100Updated 4 months ago
- ☆57Updated last year
- WAVI ice sheet model☆31Updated last week
- Python code for data assimilation methods☆48Updated 2 years ago
- PyDA: A hands-on introduction to dynamical data assimilation with Python☆67Updated 4 years ago
- Code repository for paper "Rapid Spatio-Temporal Flood Modelling via Hydraulics-Based Graph Neural Networks"☆44Updated last year
- A general PINN framework for solving ice sheet modeling☆24Updated last week
- Physics-informed neural networks for the Richardson-Richards equation☆28Updated 4 years ago
- ☆20Updated last year
- ☆67Updated last year
- A generative foundation model for the kilometer-scale atmosphere☆55Updated last week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 3 months ago
- A python package for physics-informed machine learning for solving partial differential equations☆10Updated 4 months ago
- This repository is a resource complementary to the book: Data Assimilation Fundamental: A unified formulation for state and parameter est…☆51Updated 2 months ago
- A package to train machine learning models on geospatial data, mainly for weather and climate. Used to run ArchesWeather and ArchesWeathe…☆39Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆51Updated 4 months ago
- my slides, notes, and codes on numerical glacier and ice sheet modeling, for the International Summer School in Glaciology, McCarthy, AK☆19Updated last month
- Regional Ocean Forecasting with Hierarchical Graph Neural Networks☆14Updated last month
- Tutorials on data assimilation (DA) and the EnKF☆160Updated 2 months ago
- ☆28Updated last month
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆32Updated 3 months ago
- Code to train a Multiple-Input Fourier Neural Operator (MIFNO) to predict the solution of 3D source-dependent Partial Differential Equati…☆10Updated 3 weeks ago
- Finite element flow solver for simulating coastal and estuarine flows.☆72Updated this week
- OceanBench - SSH edition☆20Updated last year