YaoGroup / DIFFICE_jax
Differentiable neural-network solver for data assimilation of ice shelves written in JAX
☆20Updated last month
Alternatives and similar repositories for DIFFICE_jax:
Users that are interested in DIFFICE_jax are comparing it to the libraries listed below
- ☆34Updated 3 years ago
- WAVI ice sheet model☆29Updated this week
- my slides, notes, and codes on numerical glacier and ice sheet modeling, for the International Summer School in Glaciology, McCarthy, AK☆19Updated 9 months ago
- Jupyter notebook tutorials on various machine learning topics☆25Updated last month
- A general PINN framework for solving ice sheet modeling☆17Updated last month
- 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☆54Updated last year
- ☆29Updated 5 months ago
- Use Deep Learning in Data Assimilation☆37Updated 2 months ago
- Python examples which use Firedrake to solve the Glen-Stokes equations for glaciers.☆13Updated 9 months ago
- 🐼 From geodataframe to mesh ▦☆30Updated 3 weeks ago
- Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.☆13Updated 3 months ago
- Python codes for studying predictability and data assimlation with a surface quasi-geostrophic turbulence model☆31Updated 2 weeks ago
- Python code for data assimilation methods☆46Updated 2 years ago
- ☆20Updated 10 months ago
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆35Updated 10 months ago
- SciML glacier model☆78Updated this week
- ☆41Updated 6 months ago
- Finite element flow solver for simulating coastal and estuarine flows.☆71Updated last week
- ☆57Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 7 months ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆20Updated this week
- Solving differential equations in parallel with Julia☆51Updated 3 years ago
- Storm surge simulation examples for GeoClaw.☆16Updated 5 months ago
- Quasigeostrophic model in JAX (port of PyQG)☆19Updated 3 months ago
- The Instructed Glacier Model (IGM)☆39Updated last year
- For shallow-water Lagrangian particle routing.☆59Updated last week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆56Updated 3 weeks ago
- Lorenz 1996 two time-scale model for learning machine learning☆50Updated last month
- Lagrangian modelling framework☆16Updated 4 months ago